From b23475e96c4f639fff6358b9337e7325b3d5f535 Mon Sep 17 00:00:00 2001 From: Tai Hoang Date: Fri, 30 Dec 2016 17:41:59 +0700 Subject: [PATCH 01/44] Hingle L2 loss for cost obstacle. Experiment on Box2D point_mass. --- .../box2d_pointmass_example/hyperparams.py | 20 +- python/gps/agent/box2d/point_mass_world.py | 48 +++- python/gps/algorithm/cost/config.py | 15 + python/gps/algorithm/cost/cost_obstacles.py | 64 +++++ python/gps/algorithm/cost/cost_utils.py | 35 +++ python/tests/test_box2d/gradient_check.py | 124 ++++++++ python/tests/test_box2d/test_box2d.py | 269 ++++++++++++++++++ src/proto/gps.proto | 3 +- 8 files changed, 567 insertions(+), 11 deletions(-) create mode 100644 python/gps/algorithm/cost/cost_obstacles.py create mode 100644 python/tests/test_box2d/gradient_check.py create mode 100644 python/tests/test_box2d/test_box2d.py diff --git a/experiments/box2d_pointmass_example/hyperparams.py b/experiments/box2d_pointmass_example/hyperparams.py index a53d7afba..9c55434f6 100644 --- a/experiments/box2d_pointmass_example/hyperparams.py +++ b/experiments/box2d_pointmass_example/hyperparams.py @@ -9,6 +9,7 @@ from gps.agent.box2d.agent_box2d import AgentBox2D from gps.agent.box2d.point_mass_world import PointMassWorld from gps.algorithm.algorithm_traj_opt import AlgorithmTrajOpt +from gps.algorithm.cost.cost_obstacles import CostObstacle from gps.algorithm.cost.cost_state import CostState from gps.algorithm.cost.cost_action import CostAction from gps.algorithm.cost.cost_sum import CostSum @@ -16,7 +17,7 @@ from gps.algorithm.dynamics.dynamics_prior_gmm import DynamicsPriorGMM from gps.algorithm.traj_opt.traj_opt_lqr_python import TrajOptLQRPython from gps.algorithm.policy.lin_gauss_init import init_pd -from gps.proto.gps_pb2 import END_EFFECTOR_POINTS, END_EFFECTOR_POINT_VELOCITIES, ACTION +from gps.proto.gps_pb2 import END_EFFECTOR_POINTS, END_EFFECTOR_POINT_VELOCITIES, ACTION, POSITION_NEAREST_OBSTACLE from gps.gui.config import generate_experiment_info SENSOR_DIMS = { @@ -88,10 +89,21 @@ }, } +obstacle_cost = { + 'type': CostObstacle, + 'obstacle_type' : POSITION_NEAREST_OBSTACLE, + 'data_types' : { + END_EFFECTOR_POINTS: { + 'wp': np.ones(SENSOR_DIMS[END_EFFECTOR_POINTS]), + 'd_safe': 1.0 + }, + }, +} + algorithm['cost'] = { 'type': CostSum, - 'costs': [action_cost, state_cost], - 'weights': [1.0, 1.0], + 'costs': [action_cost, state_cost, obstacle_cost], + 'weights': [1.0, 1.0, 10.0], } algorithm['dynamics'] = { @@ -112,7 +124,7 @@ algorithm['policy_opt'] = {} config = { - 'iterations': 10, + 'iterations': 15, 'num_samples': 5, 'common': common, 'verbose_trials': 0, diff --git a/python/gps/agent/box2d/point_mass_world.py b/python/gps/agent/box2d/point_mass_world.py index c9a7dc80d..34afeb18a 100644 --- a/python/gps/agent/box2d/point_mass_world.py +++ b/python/gps/agent/box2d/point_mass_world.py @@ -4,7 +4,7 @@ from framework import Framework from gps.agent.box2d.settings import fwSettings -from gps.proto.gps_pb2 import END_EFFECTOR_POINTS, END_EFFECTOR_POINT_VELOCITIES +from gps.proto.gps_pb2 import END_EFFECTOR_POINTS, END_EFFECTOR_POINT_VELOCITIES, POSITION_NEAREST_OBSTACLE class PointMassWorld(Framework): """ This class defines the point mass and its environment.""" @@ -37,6 +37,11 @@ def __init__(self, x0, target, render): xf2 = b2.b2Transform() xf2.angle = -0.3524 * b2.b2_pi xf2.position = b2.b2Mul(xf2.R, (-1.0, 0.0)) + + self.body_shape = [b2.b2PolygonShape(vertices=[xf1*(-1, 0), + xf1*(1, 0), xf1*(0, .5)]), + b2.b2PolygonShape(vertices=[xf2*(-1, 0), + xf2*(1, 0), xf2*(0, .5)])] self.body = self.world.CreateDynamicBody( position=self.initial_position, angle=self.initial_angle, @@ -44,10 +49,7 @@ def __init__(self, x0, target, render): angularVelocity=self.initial_angular_velocity, angularDamping=5, linearDamping=0.1, - shapes=[b2.b2PolygonShape(vertices=[xf1*(-1, 0), - xf1*(1, 0), xf1*(0, .5)]), - b2.b2PolygonShape(vertices=[xf2*(-1, 0), - xf2*(1, 0), xf2*(0, .5)])], + shapes=self.body_shape, shapeFixture=b2.b2FixtureDef(density=1.0), ) self.target = self.world.CreateStaticBody( @@ -58,6 +60,15 @@ def __init__(self, x0, target, render): b2.b2PolygonShape(vertices=[xf2*(-1, 0), xf2*(1, 0), xf2*(0, .5)])], ) + + self.obstacle_shape = [b2.b2PolygonShape(box=(3,1))] + self.obstacle = self.world.CreateStaticBody( + position=np.array([0, 10]), + angle=self.initial_angle, + shapes=self.obstacle_shape + ) + + self.target.active = False def run(self): @@ -92,9 +103,34 @@ def reset_world(self): self.body.angularVelocity = self.initial_angular_velocity self.body.linearVelocity = self.initial_linear_velocity + def get_nearest_dist_obs(self): + distanceInput = b2.b2DistanceInput(); + distanceInput.transformA = self.body.transform + distanceInput.transformB = self.obstacle.transform + # TODO: Show how multi polygon to one shape instance + distanceInput.proxyA = b2.b2DistanceProxy(self.body_shape[0]) + distanceInput.proxyB = b2.b2DistanceProxy(self.obstacle_shape[0]) + distanceInput.useRadii = True + + distanceOutput = b2.b2Distance(distanceInput) + + """ + # euclidian_dist == distanceOutput.distance + euclidian_dist = np.sqrt((self.body.position[0] - distanceOutput.pointB[0]) ** 2 + \ + (self.body.position[1] - distanceOutput.pointB[1]) ** 2) + + # gradient of euclidian_dist. For simplific, I power 2 the distance. + grad = np.append(np.array(self.body.position), [0]) + + return np.array([0.5 * euclidian_dist ** 2]) + """ + + return np.append(np.array(distanceOutput.pointB), [0]) + def get_state(self): """ This retrieves the state of the point mass""" state = {END_EFFECTOR_POINTS: np.append(np.array(self.body.position), [0]), - END_EFFECTOR_POINT_VELOCITIES: np.append(np.array(self.body.linearVelocity), [0])} + END_EFFECTOR_POINT_VELOCITIES: np.append(np.array(self.body.linearVelocity), [0]), + POSITION_NEAREST_OBSTACLE: self.get_nearest_dist_obs()} return state diff --git a/python/gps/algorithm/cost/config.py b/python/gps/algorithm/cost/config.py index 97acdfb76..d1ce94492 100644 --- a/python/gps/algorithm/cost/config.py +++ b/python/gps/algorithm/cost/config.py @@ -33,6 +33,21 @@ }, } +# CostObstacle +COST_OBSTACLE = { + 'ramp_option': RAMP_CONSTANT, # How target cost ramps over time. + 'l1': 0.0, + 'l2': 1.0, + 'alpha': 1e-2, + 'wp_final_multiplier': 1.0, # Weight multiplier on final time step. + 'data_types': { + 'JointAngle': { + 'target_state': None, # Target state - must be set. + 'wp': None, # State weights - must be set. + }, + }, +} + # CostSum COST_SUM = { diff --git a/python/gps/algorithm/cost/cost_obstacles.py b/python/gps/algorithm/cost/cost_obstacles.py new file mode 100644 index 000000000..3cde7eb02 --- /dev/null +++ b/python/gps/algorithm/cost/cost_obstacles.py @@ -0,0 +1,64 @@ +''' +Created on Dec 28, 2016 + +@author: taihoang +''' +import copy + +import numpy as np + +from gps.algorithm.cost.config import COST_OBSTACLE +from gps.algorithm.cost.cost import Cost +from gps.algorithm.cost.cost_utils import evalhinglel2loss, get_ramp_multiplier + +class CostObstacle(Cost): + """ Computes hingle l2 loss for a given closest obstacle position. """ + def __init__(self, hyperparams): + config = copy.deepcopy(COST_OBSTACLE) + config.update(hyperparams) + Cost.__init__(self, config) + + def eval(self, sample): + """ + Evaluate cost function and derivatives on a sample. + Args: + sample: A single sample + """ + T = sample.T + dX = sample.dX + dU = sample.dU + + # Initialize terms. + l = np.zeros(T) + lu = np.zeros((T, dU)) + lx = np.zeros((T, dX)) + luu = np.zeros((T, dU, dU)) + lxx = np.zeros((T, dX, dX)) + lux = np.zeros((T, dU, dX)) + + data_type = self._hyperparams['data_types'].iterkeys().next() + config = self._hyperparams['data_types'][data_type] + + wp = config['wp'] + obs = sample.get(self._hyperparams['obstacle_type']) + x = sample.get(data_type) + + wpm = get_ramp_multiplier( + self._hyperparams['ramp_option'], T, + wp_final_multiplier=self._hyperparams['wp_final_multiplier'] + ) + wp = wp * np.expand_dims(wpm, axis=-1) + # Compute state penalty. + dist = x - obs + + # Evaluate penalty term. + l, ls, lss = evalhinglel2loss( + wp, dist, config['d_safe'], self._hyperparams['l2'], + ) + + # Add to current terms. + sample.agent.pack_data_x(lx, ls, data_types=[data_type]) + sample.agent.pack_data_x(lxx, lss, + data_types=[data_type, data_type]) + + return l, lx, lu, lxx, luu, lux \ No newline at end of file diff --git a/python/gps/algorithm/cost/cost_utils.py b/python/gps/algorithm/cost/cost_utils.py index 00f15bcdb..527c0f16c 100644 --- a/python/gps/algorithm/cost/cost_utils.py +++ b/python/gps/algorithm/cost/cost_utils.py @@ -28,6 +28,41 @@ def get_ramp_multiplier(ramp_option, T, wp_final_multiplier=1.0): wpm[-1] *= wp_final_multiplier return wpm +def evalhinglel2loss(wp, d, dsafe, l2): + """ + loss = max(0, dsafe - 0.5 * l2 * d^2) + Args: + wp: T, matrix with weights for each dimension and time step. + d: T x Dx states to evaluate norm on. + dsafe: is safe distance + """ + # Get trajectory length. + T, Dx = d.shape + + sqrtwp = np.sqrt(wp) + dsclsq = d * sqrtwp + dscl = d * wp + + # loss + l2d = 0.5 * np.sum(dsclsq ** 2, axis=1) * l2 + l = np.maximum(0, dsafe - l2d).reshape(T,) + + # gradient - subgradient + # = -dscl*l2 if dsafe > d + # = 0 otherwise + bin_l = l > 0 + lx = -1.0 * np.tile(bin_l, [Dx, 1]).transpose() * (dscl * l2) + + # hessian + # = -l2 for diagonal element, if dsafe > d + # = 0 otherwise + idx = np.where(bin_l == 1)[0] + hes = np.zeros([T, Dx, Dx]) + hes[idx, :, :] = np.eye(Dx) + lxx = -1.0 * l2 * (np.expand_dims(wp, axis=2) * hes) + + return l, lx, lxx + def evall1l2term(wp, d, Jd, Jdd, l1, l2, alpha): """ diff --git a/python/tests/test_box2d/gradient_check.py b/python/tests/test_box2d/gradient_check.py new file mode 100644 index 000000000..adcac5641 --- /dev/null +++ b/python/tests/test_box2d/gradient_check.py @@ -0,0 +1,124 @@ +import numpy as np +from random import randrange + +def eval_numerical_gradient(f, x, verbose=True, h=0.00001): + """ + a naive implementation of numerical gradient of f at x + - f should be a function that takes a single argument + - x is the point (numpy array) to evaluate the gradient at + """ + + fx = f(x) # evaluate function value at original point + grad = np.zeros_like(x) + # iterate over all indexes in x + it = np.nditer(x, flags=['multi_index'], op_flags=['readwrite']) + while not it.finished: + + # evaluate function at x+h + ix = it.multi_index + oldval = x[ix] + x[ix] = oldval + h # increment by h + fxph = f(x) # evalute f(x + h) + x[ix] = oldval - h + fxmh = f(x) # evaluate f(x - h) + x[ix] = oldval # restore + + # compute the partial derivative with centered formula + grad[ix] = (fxph - fxmh) / (2 * h) # the slope + if verbose: + print ix, grad[ix] + it.iternext() # step to next dimension + + return grad + + +def eval_numerical_gradient_array(f, x, df, h=1e-5): + """ + Evaluate a numeric gradient for a function that accepts a numpy + array and returns a numpy array. + """ + grad = np.zeros_like(x) + it = np.nditer(x, flags=['multi_index'], op_flags=['readwrite']) + while not it.finished: + ix = it.multi_index + + oldval = x[ix] + x[ix] = oldval + h + pos = f(x).copy() + x[ix] = oldval - h + neg = f(x).copy() + x[ix] = oldval + + grad[ix] = np.sum((pos - neg) * df) / (2 * h) + it.iternext() + return grad + + +def eval_numerical_gradient_blobs(f, inputs, output, h=1e-5): + """ + Compute numeric gradients for a function that operates on input + and output blobs. + + We assume that f accepts several input blobs as arguments, followed by a blob + into which outputs will be written. For example, f might be called like this: + + f(x, w, out) + + where x and w are input Blobs, and the result of f will be written to out. + + Inputs: + - f: function + - inputs: tuple of input blobs + - output: output blob + - h: step size + """ + numeric_diffs = [] + for input_blob in inputs: + diff = np.zeros_like(input_blob.diffs) + it = np.nditer(input_blob.vals, flags=['multi_index'], + op_flags=['readwrite']) + while not it.finished: + idx = it.multi_index + orig = input_blob.vals[idx] + + input_blob.vals[idx] = orig + h + f(*(inputs + (output,))) + pos = np.copy(output.vals) + input_blob.vals[idx] = orig - h + f(*(inputs + (output,))) + neg = np.copy(output.vals) + input_blob.vals[idx] = orig + + diff[idx] = np.sum((pos - neg) * output.diffs) / (2.0 * h) + + it.iternext() + numeric_diffs.append(diff) + return numeric_diffs + + +def eval_numerical_gradient_net(net, inputs, output, h=1e-5): + return eval_numerical_gradient_blobs(lambda *args: net.forward(), + inputs, output, h=h) + + +def grad_check_sparse(f, x, analytic_grad, num_checks=10, h=1e-5): + """ + sample a few random elements and only return numerical + in this dimensions. + """ + + for i in xrange(num_checks): + ix = tuple([randrange(m) for m in x.shape]) + + oldval = x[ix] + x[ix] = oldval + h # increment by h + fxph = f(x) # evaluate f(x + h) + x[ix] = oldval - h # increment by h + fxmh = f(x) # evaluate f(x - h) + x[ix] = oldval # reset + + grad_numerical = (fxph - fxmh) / (2 * h) + grad_analytic = analytic_grad[ix] + rel_error = abs(grad_numerical - grad_analytic) / (abs(grad_numerical) + abs(grad_analytic)) + print 'numerical: %f analytic: %f, relative error: %e' % (np.sum(grad_numerical), np.sum(grad_analytic), np.sum(rel_error)) + diff --git a/python/tests/test_box2d/test_box2d.py b/python/tests/test_box2d/test_box2d.py new file mode 100644 index 000000000..505c03ce5 --- /dev/null +++ b/python/tests/test_box2d/test_box2d.py @@ -0,0 +1,269 @@ +#import matplotlib as mpl +#mpl.use('Qt4Agg') + +import os +import os.path +import sys +import numpy as np +import imp +import Box2D as b2 +from copy import deepcopy +# Add gps/python to path so that imports work. +gps_path = os.path.abspath(os.path.join(os.path.dirname(__file__), '../..', '')) +sys.path.append(gps_path) + +from gps.agent.box2d.agent_box2d import AgentBox2D +from gps.gui.gps_training_gui import GPSTrainingGUI +from gps.utility.data_logger import DataLogger +from gps.sample.sample_list import SampleList +from gps.proto.gps_pb2 import END_EFFECTOR_POINTS, END_EFFECTOR_POINT_VELOCITIES, POSITION_NEAREST_OBSTACLE, ACTION +from gps.sample.sample import Sample +from gps.algorithm.cost.cost_obstacles import CostObstacle +from gps.algorithm.cost.cost_state import CostState +from gps.utility.data_logger import DataLogger +from gps.agent.agent_utils import generate_noise, setup +from gps.agent.config import AGENT +from gps.algorithm.cost.cost_utils import evalhinglel2loss, evall1l2term, evallogl2term + + +config = None + +def loadExperiment(exp_name): + from gps import __file__ as gps_filepath + gps_filepath = os.path.abspath(gps_filepath) + gps_dir = '/'.join(str.split(gps_filepath, '/')[:-3]) + '/' + exp_dir = gps_dir + 'experiments/' + exp_name + '/' + hyperparams_file = exp_dir + 'hyperparams.py' + + print hyperparams_file + + if not os.path.exists(hyperparams_file): + sys.exit("Experiment '%s' does not exist.\nDid you create '%s'?" % + (exp_name, hyperparams_file)) + + hyperparams = imp.load_source('hyperparams', hyperparams_file) + + return hyperparams + +def runExperiment(): + agent_hyperparams = config['agent'] + agent_hyperparams['render'] = False + agent = config['agent']['type'](agent_hyperparams) + x0 = agent_hyperparams["x0"] + T = agent_hyperparams['T'] + world = agent_hyperparams["world"](x0, agent_hyperparams["target_state"], agent_hyperparams["render"]) + + cost_obstacle = CostObstacle(config['algorithm']['cost']['costs'][2]) + cost_state = CostState(config['algorithm']['cost']['costs'][1]) + world.run() + world.reset_world() + b2d_X = world.get_state() + sample = Sample(agent) + set_sample(sample, b2d_X, -1) + for t in range(T): + world.run_next([1, 1]) + b2d_X = world.get_state() + set_sample(sample, b2d_X, t) + """ + l, lx, lu, lxx, luu, lux = cost_obstacle.eval(sample) + sl, slx, slu, slxx, sluu, slux = cost_state.eval(sample) + + print sample.get(DISTANCE_TO_NEAREST_OBSTACLE, t), l[t], sl[t] + print lx[t] + #print lxx[t] + """ + + obs = sample.get(DISTANCE_TO_NEAREST_OBSTACLE) + x = sample.get(END_EFFECTOR_POINTS) + dist = x - obs + #""" + f = lambda dist: evalhinglel2loss( + 0.3*np.ones([T,3]), dist, 1.0, 0, 0 + )[0] + al, alx, alxx = evalhinglel2loss( + 0.3*np.ones([T,3]), dist, 1.0, 0, 0 + ) + #""" + + """ + _, dim_sensor = x.shape + f = lambda dist: evallogl2term( + 0.5*np.ones([T, 3]), dist, np.tile(np.eye(dim_sensor), [T, 1, 1]), + np.zeros((1, dim_sensor, dim_sensor, dim_sensor)), + 0.0, 1.0, 1e-2 + )[0] + al, alx, alxx = evallogl2term( + 0.5*np.ones([T, 3]), dist, np.tile(np.eye(dim_sensor), [T, 1, 1]), + np.zeros((T, dim_sensor, dim_sensor, dim_sensor)), + 0.0, 1.0, 1e-2 + ) + """ + + nlx = evalGradient(f, dist) + nlxx = evalHessian(f, dist) + """ + f2 = lambda dist: np.sum(0.5 * dist ** 2) + x0 = dist[T-1] + print x0 + eps=1e-1 + print f2(x0) + for i in range(3): + x_p = np.array(x0) + x_p[i] = x0[i] + eps + x_p = x_p.reshape(1,3) + f_xp = f2(x_p) + + x_s = np.array(x0) + x_s[i] = x0[i] - eps + x_s = x_s.reshape(1,3) + f_xs = f2(x_s) + + print (f_xp-f_xs) / (2 * eps) + """ + for t in range(48): + #print lx[t,:3], + print alx[t], + print nlx[t] + #print "Hessian" + print alxx[t] + print nlxx[t] + #""" + +def set_sample(sample, b2d_X, t): + for sensor in b2d_X.keys(): + sample.set(sensor, np.array(b2d_X[sensor]), t) + +def evalGradient(func, x, eps=1e-5): + dimx1, dimx2 = x.shape + grad_x = np.zeros([dimx1, dimx2]) + + deps = eps*np.ones([dimx1]) + for i in range(dimx2): + oldVal = np.copy(x[:, i]) + x[:, i] = oldVal + deps + fxp = func(x) + x[:, i] = oldVal - deps + fxm = func(x) + x[:, i] = oldVal + + grad_x[:,i] = (fxp - fxm) / (2*deps) + return grad_x + +def evalHessian(func, x, eps=1e-5): + dimx1, dimx2 = x.shape + h = np.zeros([dimx1, dimx2, dimx2]) + + deps = eps*np.ones([dimx1]) + # Compute all h(i,i) + for i in range(dimx2): + x_p = np.copy(x) + x_p[:, i] = x[:, i]+deps + x_s = np.copy(x) + x_s[:, i] = x[:, i]-deps + + h[:,i,i] = (func(x_p) - 2*func(x) + func(x_s)) / (eps**2) + # Compute the rest h(i,j) + for i in range(dimx2): + for j in range(dimx2): + if i != j: + x_p = np.copy(x) + x_p[:, i] = x[:, i]+deps + x_p[:, j] = x[:, j]+deps + + x_s = np.copy(x) + x_s[:, i] = x[:, i]-deps + x_s[:, j] = x[:, j]-deps + + h[:,i,j] = (func(x_p) - 2*func(x) + func(x_s)) / (2*eps**2) - (h[:,i,i] + h[:,j,j])/2 + + return h + +def runTest(itr_load): + data_files_dir = config['common']['data_files_dir'] + data_logger = DataLogger() + + algorithm_file = data_files_dir + 'algorithm_itr_%02d.pkl' % itr_load + algorithm = data_logger.unpickle(algorithm_file) + if algorithm is None: + print("Error: cannot find '%s.'" % algorithm_file) + os._exit(1) # called instead of sys.exit(), since this is in a thread + + pol = algorithm.cur[0].traj_distr + + agent_hyperparams = deepcopy(AGENT) + agent_hyperparams.update(config['agent']) + agent_hyperparams['render'] = True + agent = config['agent']['type'](agent_hyperparams) + + x0 = agent_hyperparams["x0"] + T = agent_hyperparams['T'] + dU = agent_hyperparams['sensor_dims'][ACTION] + #""" + for i in range(config['num_samples']): + agent.sample( + pol, 0, + verbose=(i < config['verbose_trials']) + ) + """ + cost = config['algorithm']['cost']['type'](config['algorithm']['cost']) + cost_obstacle = CostObstacle(config['algorithm']['cost']['costs'][2]) + cost_state = CostState(config['algorithm']['cost']['costs'][1]) + agent._worlds[0].run() + agent._worlds[0].reset_world() + b2d_X = agent._worlds[0].get_state() + sample = agent._init_sample(b2d_X) + U = np.zeros([T, dU]) + + from gradient_check import grad_check_sparse + + + noise = generate_noise(T, dU, agent_hyperparams) + for t in range(T): + X_t = sample.get_X(t=t) + obs_t = sample.get_obs(t=t) + U[t, :] = pol.act(X_t, obs_t, t, noise[t, :]) + + if (t+1) < T: + for _ in range(agent_hyperparams['substeps']): + agent._worlds[0].run_next(U[t, :]) + b2d_X = agent._worlds[0].get_state() + agent._set_sample(sample, b2d_X, t) + sample.set(ACTION, U) + #l, lx, lu, lxx, luu, lux = cost.eval(sample) + #ol, olx, olu, olxx, oluu, olux = cost_obstacle.eval(sample) + + #sl, slx, slu, slxx, sluu, slux = cost_state.eval(sample) + #print sample.get(DISTANCE_TO_NEAREST_OBSTACLE, t), l[t], ol[t], sl[t] + + dist = sample.get(DISTANCE_TO_NEAREST_OBSTACLE) + x = sample.get(END_EFFECTOR_POINTS) + _, dim_sensor = x.shape + + f = lambda dist: evalhinglel2loss( + np.ones([T]), dist, 1.0, x, + np.tile(np.eye(dim_sensor), [T, 1, 1]) # ?? + )[0] + + l, ls, lss = evalhinglel2loss( + np.ones([T]), dist, 1.0, x, + np.tile(np.eye(dim_sensor), [T, 1, 1]) # ?? + ) + grad_numerical = grad_check_sparse(f, dist, ls) + #print lx + """ + +def main(): + print 'running box2d' + + exp_name = "box2d_pointmass_example" + #exp_name = "box2d_arm_example" + hyperparams = loadExperiment(exp_name) + global config + config = hyperparams.config + + #runExperiment() + runTest(14) + print "pass test" + +if __name__ == '__main__': + main() diff --git a/src/proto/gps.proto b/src/proto/gps.proto index 9700f011e..75cd77a7b 100755 --- a/src/proto/gps.proto +++ b/src/proto/gps.proto @@ -23,7 +23,8 @@ enum SampleType { IMAGE_FEAT = 16; END_EFFECTOR_POINTS_NO_TARGET = 17; END_EFFECTOR_POINT_VELOCITIES_NO_TARGET = 18; - TOTAL_DATA_TYPES = 19; + POSITION_NEAREST_OBSTACLE = 19; + TOTAL_DATA_TYPES = 20; } // Message containing the data for a single sample. From 536f7fa5e543ad200d8a136d3358c65e8b6d71e7 Mon Sep 17 00:00:00 2001 From: Tai Hoang Date: Sat, 7 Jan 2017 17:15:57 +0700 Subject: [PATCH 02/44] Compute mu, sigma of marginal distribution p(x) and test it gradient --- experiments/box2d_arm_example/hyperparams.py | 2 +- python/gps/agent/box2d/point_mass_world.py | 7 + python/tests/test_box2d/test_box2d.py | 163 +++++++++++++------ 3 files changed, 121 insertions(+), 51 deletions(-) diff --git a/experiments/box2d_arm_example/hyperparams.py b/experiments/box2d_arm_example/hyperparams.py index ea3d8acbe..3d61b01d1 100644 --- a/experiments/box2d_arm_example/hyperparams.py +++ b/experiments/box2d_arm_example/hyperparams.py @@ -46,7 +46,7 @@ 'type': AgentBox2D, 'target_state' : np.array([0, 0]), 'world' : ArmWorld, - 'render' : True, + 'render' : False, 'x0': np.array([0.75*np.pi, 0.5*np.pi, 0, 0, 0, 0, 0]), 'rk': 0, 'dt': 0.05, diff --git a/python/gps/agent/box2d/point_mass_world.py b/python/gps/agent/box2d/point_mass_world.py index 34afeb18a..dde6a61d7 100644 --- a/python/gps/agent/box2d/point_mass_world.py +++ b/python/gps/agent/box2d/point_mass_world.py @@ -83,6 +83,13 @@ def run_next(self, action): """Moves forward in time one step. Calls the renderer if applicable.""" if self.render: super(PointMassWorld, self).run_next(action) + hist = self.world.CreateStaticBody( + position=self.body.position, + angle=self.body.angle, + shapes=self.body_shape + ) + hist.active = False + #self.world.DestroyBody(hist) else: if action is not None: self.body.linearVelocity = (action[0], action[1]) diff --git a/python/tests/test_box2d/test_box2d.py b/python/tests/test_box2d/test_box2d.py index 505c03ce5..8b705796f 100644 --- a/python/tests/test_box2d/test_box2d.py +++ b/python/tests/test_box2d/test_box2d.py @@ -24,7 +24,10 @@ from gps.agent.agent_utils import generate_noise, setup from gps.agent.config import AGENT from gps.algorithm.cost.cost_utils import evalhinglel2loss, evall1l2term, evallogl2term - +from scipy.stats import multivariate_normal +from numpy.linalg import LinAlgError +import scipy as sp +import time config = None @@ -134,6 +137,11 @@ def set_sample(sample, b2d_X, t): sample.set(sensor, np.array(b2d_X[sensor]), t) def evalGradient(func, x, eps=1e-5): + """ + Inputs: + - func: function output scalar + - x: matrix array TxdX + """ dimx1, dimx2 = x.shape grad_x = np.zeros([dimx1, dimx2]) @@ -178,6 +186,63 @@ def evalHessian(func, x, eps=1e-5): return h +def forward(traj_distr, traj_info): + """ + Perform LQR forward pass. Computes state-action marginals from + dynamics and policy. + Args: + traj_distr: A linear Gaussian policy object. + traj_info: A TrajectoryInfo object. + Returns: + mu: A T x dX mean action vector. + sigma: A T x dX x dX covariance matrix. + """ + # Compute state-action marginals from specified conditional + # parameters and current traj_info. + T = traj_distr.T + dU = traj_distr.dU + dX = traj_distr.dX + + # Constants. + idx_x = slice(dX) + + # Allocate space. + sigma = np.zeros((T, dX+dU, dX+dU)) + mu = np.zeros((T, dX+dU)) + + # Pull out dynamics. + Fm = traj_info.dynamics.Fm + fv = traj_info.dynamics.fv + dyn_covar = traj_info.dynamics.dyn_covar + + # Set initial covariance (initial mu is always zero). + sigma[0, idx_x, idx_x] = traj_info.x0sigma + mu[0, idx_x] = traj_info.x0mu + + for t in range(T): + sigma[t, :, :] = np.vstack([ + np.hstack([ + sigma[t, idx_x, idx_x], + sigma[t, idx_x, idx_x].dot(traj_distr.K[t, :, :].T) + ]), + np.hstack([ + traj_distr.K[t, :, :].dot(sigma[t, idx_x, idx_x]), + traj_distr.K[t, :, :].dot(sigma[t, idx_x, idx_x]).dot( + traj_distr.K[t, :, :].T + ) + traj_distr.pol_covar[t, :, :] + ]) + ]) + mu[t, :] = np.hstack([ + mu[t, idx_x], + traj_distr.K[t, :, :].dot(mu[t, idx_x]) + traj_distr.k[t, :] + ]) + if t < T - 1: + sigma[t+1, idx_x, idx_x] = \ + Fm[t, :, :].dot(sigma[t, :, :]).dot(Fm[t, :, :].T) + \ + dyn_covar[t, :, :] + mu[t+1, idx_x] = Fm[t, :, :].dot(mu[t, :]) + fv[t, :] + return mu, sigma + def runTest(itr_load): data_files_dir = config['common']['data_files_dir'] data_logger = DataLogger() @@ -197,60 +262,57 @@ def runTest(itr_load): x0 = agent_hyperparams["x0"] T = agent_hyperparams['T'] + dX = x0.shape[0] dU = agent_hyperparams['sensor_dims'][ACTION] - #""" - for i in range(config['num_samples']): - agent.sample( - pol, 0, - verbose=(i < config['verbose_trials']) - ) - """ - cost = config['algorithm']['cost']['type'](config['algorithm']['cost']) - cost_obstacle = CostObstacle(config['algorithm']['cost']['costs'][2]) - cost_state = CostState(config['algorithm']['cost']['costs'][1]) - agent._worlds[0].run() - agent._worlds[0].reset_world() - b2d_X = agent._worlds[0].get_state() - sample = agent._init_sample(b2d_X) - U = np.zeros([T, dU]) - from gradient_check import grad_check_sparse - - - noise = generate_noise(T, dU, agent_hyperparams) - for t in range(T): - X_t = sample.get_X(t=t) - obs_t = sample.get_obs(t=t) - U[t, :] = pol.act(X_t, obs_t, t, noise[t, :]) + traj_info = algorithm.cur[0].traj_info + traj_info.x0mu = x0 + traj_info.x0sigma = np.zeros([dX, dX]) + #Fm = traj_info.dynamics.Fm + #fv = traj_info.dynamics.fv + #dyn_covar = traj_info.dynamics.dyn_covar + + mu, sigma = forward(pol, traj_info) + t = 1 + for t in range(1,4): + x0 = np.copy(mu[t,:dX]) + x0[:2] += 1e-3 + lognorm = lambda x: multivariate_normal.logpdf(x, mean=mu[t,:dX], cov=sigma[t,:dX,:dX]) + y = lognorm(x0) + + inv_sigma = np.linalg.inv(sigma[t,:dX,:dX]) + analyticGradient = -inv_sigma.dot(x0 - mu[t,:dX]) + numGradient = evalGradient(lognorm, x0.reshape(1,dX)).reshape(dX) + graderr = np.mean(analyticGradient - numGradient) + print "Gradient error: ", graderr - if (t+1) < T: - for _ in range(agent_hyperparams['substeps']): - agent._worlds[0].run_next(U[t, :]) - b2d_X = agent._worlds[0].get_state() - agent._set_sample(sample, b2d_X, t) - sample.set(ACTION, U) - #l, lx, lu, lxx, luu, lux = cost.eval(sample) - #ol, olx, olu, olxx, oluu, olux = cost_obstacle.eval(sample) - - #sl, slx, slu, slxx, sluu, slux = cost_state.eval(sample) - #print sample.get(DISTANCE_TO_NEAREST_OBSTACLE, t), l[t], ol[t], sl[t] + analyticHessian = -inv_sigma + numHessian = evalHessian(lognorm, x0.reshape(1,dX)) + hesserr = np.mean(analyticHessian - numHessian) + print "Hessian error: ", hesserr - dist = sample.get(DISTANCE_TO_NEAREST_OBSTACLE) - x = sample.get(END_EFFECTOR_POINTS) - _, dim_sensor = x.shape - - f = lambda dist: evalhinglel2loss( - np.ones([T]), dist, 1.0, x, - np.tile(np.eye(dim_sensor), [T, 1, 1]) # ?? - )[0] + """ + ti = time.time() + try: + U = sp.linalg.cholesky(sigma[t,:dX,:dX]) + L = U.T + except LinAlgError as e: + print 'Sigma LinAlgError: %s' % e + + inv_sigma = sp.linalg.solve_triangular( + U, sp.linalg.solve_triangular(L, np.eye(dX), lower=True) + ) + print "Elapse: ", time.time() - ti + """ - l, ls, lss = evalhinglel2loss( - np.ones([T]), dist, 1.0, x, - np.tile(np.eye(dim_sensor), [T, 1, 1]) # ?? - ) - grad_numerical = grad_check_sparse(f, dist, ls) - #print lx """ + for i in range(config['num_samples']): + agent.sample( + pol, 0, + verbose=(i < config['verbose_trials']), + noisy=False + ) + """ def main(): print 'running box2d' @@ -262,7 +324,8 @@ def main(): config = hyperparams.config #runExperiment() - runTest(14) + argv = sys.argv + runTest(int(argv[1])) print "pass test" if __name__ == '__main__': From f3cdf6ab891d6f3c76eaa7c0a83d036b845082d7 Mon Sep 17 00:00:00 2001 From: Tai Hoang Date: Sat, 7 Jan 2017 18:21:37 +0700 Subject: [PATCH 03/44] test_box2d custom sample --- python/tests/test_box2d/test_box2d.py | 71 +++++++++++---------------- 1 file changed, 28 insertions(+), 43 deletions(-) diff --git a/python/tests/test_box2d/test_box2d.py b/python/tests/test_box2d/test_box2d.py index 505c03ce5..70f162b3a 100644 --- a/python/tests/test_box2d/test_box2d.py +++ b/python/tests/test_box2d/test_box2d.py @@ -198,7 +198,7 @@ def runTest(itr_load): x0 = agent_hyperparams["x0"] T = agent_hyperparams['T'] dU = agent_hyperparams['sensor_dims'][ACTION] - #""" + """ for i in range(config['num_samples']): agent.sample( pol, 0, @@ -208,49 +208,33 @@ def runTest(itr_load): cost = config['algorithm']['cost']['type'](config['algorithm']['cost']) cost_obstacle = CostObstacle(config['algorithm']['cost']['costs'][2]) cost_state = CostState(config['algorithm']['cost']['costs'][1]) - agent._worlds[0].run() - agent._worlds[0].reset_world() - b2d_X = agent._worlds[0].get_state() - sample = agent._init_sample(b2d_X) - U = np.zeros([T, dU]) + wo = config['algorithm']['cost']['weights'][2] + ws = config['algorithm']['cost']['weights'][1] - from gradient_check import grad_check_sparse - - - noise = generate_noise(T, dU, agent_hyperparams) - for t in range(T): - X_t = sample.get_X(t=t) - obs_t = sample.get_obs(t=t) - U[t, :] = pol.act(X_t, obs_t, t, noise[t, :]) - - if (t+1) < T: - for _ in range(agent_hyperparams['substeps']): - agent._worlds[0].run_next(U[t, :]) - b2d_X = agent._worlds[0].get_state() - agent._set_sample(sample, b2d_X, t) - sample.set(ACTION, U) - #l, lx, lu, lxx, luu, lux = cost.eval(sample) - #ol, olx, olu, olxx, oluu, olux = cost_obstacle.eval(sample) + for i in range(config['num_samples']): + agent._worlds[0].run() + agent._worlds[0].reset_world() + b2d_X = agent._worlds[0].get_state() + sample = agent._init_sample(b2d_X) + U = np.zeros([T, dU]) + + noise = generate_noise(T, dU, agent_hyperparams) + for t in range(T): + X_t = sample.get_X(t=t) + obs_t = sample.get_obs(t=t) + U[t, :] = pol.act(X_t, obs_t, t, noise[t, :]) - #sl, slx, slu, slxx, sluu, slux = cost_state.eval(sample) - #print sample.get(DISTANCE_TO_NEAREST_OBSTACLE, t), l[t], ol[t], sl[t] - - dist = sample.get(DISTANCE_TO_NEAREST_OBSTACLE) - x = sample.get(END_EFFECTOR_POINTS) - _, dim_sensor = x.shape - - f = lambda dist: evalhinglel2loss( - np.ones([T]), dist, 1.0, x, - np.tile(np.eye(dim_sensor), [T, 1, 1]) # ?? - )[0] - - l, ls, lss = evalhinglel2loss( - np.ones([T]), dist, 1.0, x, - np.tile(np.eye(dim_sensor), [T, 1, 1]) # ?? - ) - grad_numerical = grad_check_sparse(f, dist, ls) - #print lx - """ + if (t+1) < T: + for _ in range(agent_hyperparams['substeps']): + agent._worlds[0].run_next(U[t, :]) + b2d_X = agent._worlds[0].get_state() + agent._set_sample(sample, b2d_X, t) + sample.set(ACTION, U) + + l, lx, lu, lxx, luu, lux = cost.eval(sample) + ol, olx, olu, olxx, oluu, olux = cost_obstacle.eval(sample) + sl, slx, slu, slxx, sluu, slux = cost_state.eval(sample) + print np.sum(l), wo*np.sum(ol), ws*np.sum(sl) def main(): print 'running box2d' @@ -262,7 +246,8 @@ def main(): config = hyperparams.config #runExperiment() - runTest(14) + argv = sys.argv + runTest(int(argv[1])) print "pass test" if __name__ == '__main__': From 448aad63f5b2e133c27ff68650e5c47856c33001 Mon Sep 17 00:00:00 2001 From: Tai Hoang Date: Sun, 8 Jan 2017 09:20:41 +0700 Subject: [PATCH 04/44] Surogate cost, regularized for PD Quu, non line search --- .../box2d_pointmass_example/hyperparams.py | 1 + python/gps/agent/box2d/point_mass_world.py | 15 ++ python/tests/test_box2d/mpc_traj_opt.py | 235 ++++++++++++++++++ python/tests/test_box2d/test_box2d.py | 135 +++------- 4 files changed, 291 insertions(+), 95 deletions(-) create mode 100644 python/tests/test_box2d/mpc_traj_opt.py diff --git a/experiments/box2d_pointmass_example/hyperparams.py b/experiments/box2d_pointmass_example/hyperparams.py index 9c55434f6..1ecf0cee2 100644 --- a/experiments/box2d_pointmass_example/hyperparams.py +++ b/experiments/box2d_pointmass_example/hyperparams.py @@ -58,6 +58,7 @@ 'sensor_dims': SENSOR_DIMS, 'state_include': [END_EFFECTOR_POINTS, END_EFFECTOR_POINT_VELOCITIES], 'obs_include': [], + 'smooth_noise_var': 10.0 } algorithm = { diff --git a/python/gps/agent/box2d/point_mass_world.py b/python/gps/agent/box2d/point_mass_world.py index dde6a61d7..cd6fb97b5 100644 --- a/python/gps/agent/box2d/point_mass_world.py +++ b/python/gps/agent/box2d/point_mass_world.py @@ -83,12 +83,14 @@ def run_next(self, action): """Moves forward in time one step. Calls the renderer if applicable.""" if self.render: super(PointMassWorld, self).run_next(action) + """ hist = self.world.CreateStaticBody( position=self.body.position, angle=self.body.angle, shapes=self.body_shape ) hist.active = False + """ #self.world.DestroyBody(hist) else: if action is not None: @@ -134,6 +136,19 @@ def get_nearest_dist_obs(self): return np.append(np.array(distanceOutput.pointB), [0]) + def drawPose(self, poseArray, position): + hist = self.world.CreateStaticBody( + position=position, + angle=self.body.angle, + shapes=self.body_shape + ) + hist.active = False + poseArray.append(hist) + + def clearPose(self, poseArray): + for hist in poseArray: + self.world.DestroyBody(hist) + def get_state(self): """ This retrieves the state of the point mass""" state = {END_EFFECTOR_POINTS: np.append(np.array(self.body.position), [0]), diff --git a/python/tests/test_box2d/mpc_traj_opt.py b/python/tests/test_box2d/mpc_traj_opt.py new file mode 100644 index 000000000..efbb0fe36 --- /dev/null +++ b/python/tests/test_box2d/mpc_traj_opt.py @@ -0,0 +1,235 @@ +import os +import os.path +import sys +import numpy as np +import scipy as sp +from copy import deepcopy +from scipy.stats import multivariate_normal +from numpy.linalg import LinAlgError + + +class MpcTrajOpt(object): + def __init__(self, M): + self.M = M + + def runmpc(self, X_t, traj_distr, traj_info, cur_t): + dU = traj_distr.dU + dX = traj_distr.dX + trajinfo = deepcopy(traj_info) + trajinfo.x0mu = X_t + trajinfo.x0sigma = np.zeros([dX, dX]) + + mu, sigma = self.forward(traj_distr, trajinfo, cur_t) + new_traj_distr = self.backward(traj_distr, trajinfo, X_t, mu, sigma, cur_t) + + return new_traj_distr, mu, sigma + + def forward(self, traj_distr, traj_info, cur_t): + """ + Perform LQR forward pass. Computes state-action marginals from + dynamics and policy. + Args: + traj_distr: A linear Gaussian policy object. + traj_info: A TrajectoryInfo object. + Returns: + mu: A T x dX mean action vector. + sigma: A T x dX x dX covariance matrix. + """ + # Compute state-action marginals from specified conditional + # parameters and current traj_info. + T = self.M + dU = traj_distr.dU + dX = traj_distr.dX + + # Constants. + idx_x = slice(dX) + + # Allocate space. + sigma = np.zeros((T, dX+dU, dX+dU)) + mu = np.zeros((T, dX+dU)) + + # Pull out dynamics. + Fm = traj_info.dynamics.Fm + fv = traj_info.dynamics.fv + dyn_covar = traj_info.dynamics.dyn_covar + + # Set initial covariance (initial mu is always zero). + sigma[0, idx_x, idx_x] = traj_info.x0sigma + mu[0, idx_x] = traj_info.x0mu + + for t in range(T): + t_traj = cur_t+t + sigma[t, :, :] = np.vstack([ + np.hstack([ + sigma[t, idx_x, idx_x], + sigma[t, idx_x, idx_x].dot(traj_distr.K[t_traj, :, :].T) + ]), + np.hstack([ + traj_distr.K[t_traj, :, :].dot(sigma[t, idx_x, idx_x]), + traj_distr.K[t_traj, :, :].dot(sigma[t, idx_x, idx_x]).dot( + traj_distr.K[t_traj, :, :].T + ) + traj_distr.pol_covar[t_traj, :, :] + ]) + ]) + mu[t, :] = np.hstack([ + mu[t, idx_x], + traj_distr.K[t_traj, :, :].dot(mu[t, idx_x]) + traj_distr.k[t_traj, :] + ]) + if t < T - 1: + sigma[t+1, idx_x, idx_x] = \ + Fm[t_traj, :, :].dot(sigma[t, :, :]).dot(Fm[t_traj, :, :].T) + \ + dyn_covar[t_traj, :, :] + mu[t+1, idx_x] = Fm[t_traj, :, :].dot(mu[t, :]) + fv[t_traj, :] + return mu, sigma + + def backward(self, prev_traj_distr, traj_info, x0, mu, sigma, cur_t): + """ + Perform LQR backward pass. This computes a new linear Gaussian + policy object. + Args: + prev_traj_distr: A linear Gaussian policy object from + previous iteration. + traj_info: A TrajectoryInfo object. + eta: Dual variable. + algorithm: Algorithm object needed to compute costs. + m: Condition number. + Returns: + traj_distr: A new linear Gaussian policy. + new_eta: The updated dual variable. Updates happen if the + Q-function is not PD. + """ + # Constants. + T = self.M + dU = prev_traj_distr.dU + dX = prev_traj_distr.dX + + # TODO: Change size to M + traj_distr = prev_traj_distr.nans_like() + #traj_distr.T = self.M + + """ + # TODO: Check BADMM need this? + # Store pol_wt if necessary + if type(algorithm) == AlgorithmBADMM: + pol_wt = algorithm.cur[m].pol_info.pol_wt + """ + + idx_x = slice(dX) + idx_u = slice(dX, dX+dU) + + # Pull out dynamics. + Fm = traj_info.dynamics.Fm + fv = traj_info.dynamics.fv + + # Non-SPD correction terms. + eta = 0 + del_ = 1e-4#self._hyperparams['del0'] + eta0 = eta + + # Run dynamic programming. + fail = True + while fail: + fail = False # Flip to true on non-symmetric PD. + + # Allocate. + Vxx = np.zeros((T, dX, dX)) + Vx = np.zeros((T, dX)) + + fCm, fcv = self.compute_costs(x0, mu, sigma, dX, dU) + + # Compute state-action-state function at each time step. + for t in range(T - 1, -1, -1): + t_traj = cur_t+t + # Add in the cost. + Qtt = fCm[t, :, :] # (X+U) x (X+U) + Qt = fcv[t, :] # (X+U) x 1 + + # Add in the value function from the next time step. + if t < T - 1: + """ + # TODO: Check BADMM need this? + if type(algorithm) == AlgorithmBADMM: + multiplier = (pol_wt[t+1] + eta)/(pol_wt[t] + eta) + else: + multiplier = 1.0 + """ + multiplier = 1.0 + Qtt = Qtt + multiplier * \ + Fm[t_traj, :, :].T.dot(Vxx[t+1, :, :]).dot(Fm[t_traj, :, :]) + Qt = Qt + multiplier * \ + Fm[t_traj, :, :].T.dot(Vx[t+1, :] + + Vxx[t+1, :, :].dot(fv[t_traj, :])) + + # Symmetrize quadratic component. + Qtt = 0.5 * (Qtt + Qtt.T) + Qtt[idx_u, idx_u] += eta*np.eye(dU) + + # Compute Cholesky decomposition of Q function action + # component. + try: + U = sp.linalg.cholesky(Qtt[idx_u, idx_u]) + L = U.T + except LinAlgError as e: + # Error thrown when Qtt[idx_u, idx_u] is not + # symmetric positive definite. + #LOGGER.debug('MPC LinAlgError: %s', e) + fail = True + break + + # Store conditional covariance, inverse, and Cholesky. + traj_distr.inv_pol_covar[t, :, :] = Qtt[idx_u, idx_u] + traj_distr.pol_covar[t, :, :] = sp.linalg.solve_triangular( + U, sp.linalg.solve_triangular(L, np.eye(dU), lower=True) + ) + traj_distr.chol_pol_covar[t, :, :] = sp.linalg.cholesky( + traj_distr.pol_covar[t, :, :] + ) + + # Compute mean terms. + traj_distr.k[t, :] = -sp.linalg.solve_triangular( + U, sp.linalg.solve_triangular(L, Qt[idx_u], lower=True) + ) + traj_distr.K[t, :, :] = -sp.linalg.solve_triangular( + U, sp.linalg.solve_triangular(L, Qtt[idx_u, idx_x], + lower=True) + ) + + # Compute value function. + Vxx[t, :, :] = Qtt[idx_x, idx_x] + \ + Qtt[idx_x, idx_u].dot(traj_distr.K[t, :, :]) + Vx[t, :] = Qt[idx_x] + Qtt[idx_x, idx_u].dot(traj_distr.k[t, :]) + Vxx[t, :, :] = 0.5 * (Vxx[t, :, :] + Vxx[t, :, :].T) + + # Increment eta on non-SPD Q-function. + if fail: + #""" + old_eta = eta + eta = eta0 + del_ + #LOGGER.debug('Increasing eta: %f -> %f', old_eta, eta) + print 'Increasing eta: %f -> %f', old_eta, eta + del_ *= 2 # Increase del_ exponentially on failure. + if eta >= 1e16: + if np.any(np.isnan(Fm)) or np.any(np.isnan(fv)): + raise ValueError('NaNs encountered in dynamics!') + raise ValueError('Failed to find PD solution even for very \ + large eta (check that dynamics and cost are \ + reasonably well conditioned)!') + #""" + return traj_distr + + def compute_costs(self, x0, mu, sigma, dX, dU): + fCm = np.zeros([self.M, dX+dU, dX+dU]) + fcv = np.zeros([self.M, dX+dU]) + + idx_x = slice(dX) + idx_u = slice(dX, dX+dU) + + # Cost = -logp(x_t'|x_t) + # Gradient = inv(Sigma)*(x0 - mu) + # Hessian = inv(Sigma) + for t in range(self.M - 1, 0, -1): + inv_sigma = np.linalg.inv(sigma[t,idx_x,idx_x]) + fcv[t, idx_x] = inv_sigma.dot(x0 - mu[t,idx_x]) # Gradient + fCm[t, idx_x, idx_x] = inv_sigma # Hessian + + return fCm, fcv \ No newline at end of file diff --git a/python/tests/test_box2d/test_box2d.py b/python/tests/test_box2d/test_box2d.py index 3adf8f043..1335f3ba8 100644 --- a/python/tests/test_box2d/test_box2d.py +++ b/python/tests/test_box2d/test_box2d.py @@ -26,6 +26,7 @@ from gps.algorithm.cost.cost_utils import evalhinglel2loss, evall1l2term, evallogl2term from scipy.stats import multivariate_normal from numpy.linalg import LinAlgError +from mpc_traj_opt import MpcTrajOpt import scipy as sp import time @@ -186,63 +187,6 @@ def evalHessian(func, x, eps=1e-5): return h -def forward(traj_distr, traj_info): - """ - Perform LQR forward pass. Computes state-action marginals from - dynamics and policy. - Args: - traj_distr: A linear Gaussian policy object. - traj_info: A TrajectoryInfo object. - Returns: - mu: A T x dX mean action vector. - sigma: A T x dX x dX covariance matrix. - """ - # Compute state-action marginals from specified conditional - # parameters and current traj_info. - T = traj_distr.T - dU = traj_distr.dU - dX = traj_distr.dX - - # Constants. - idx_x = slice(dX) - - # Allocate space. - sigma = np.zeros((T, dX+dU, dX+dU)) - mu = np.zeros((T, dX+dU)) - - # Pull out dynamics. - Fm = traj_info.dynamics.Fm - fv = traj_info.dynamics.fv - dyn_covar = traj_info.dynamics.dyn_covar - - # Set initial covariance (initial mu is always zero). - sigma[0, idx_x, idx_x] = traj_info.x0sigma - mu[0, idx_x] = traj_info.x0mu - - for t in range(T): - sigma[t, :, :] = np.vstack([ - np.hstack([ - sigma[t, idx_x, idx_x], - sigma[t, idx_x, idx_x].dot(traj_distr.K[t, :, :].T) - ]), - np.hstack([ - traj_distr.K[t, :, :].dot(sigma[t, idx_x, idx_x]), - traj_distr.K[t, :, :].dot(sigma[t, idx_x, idx_x]).dot( - traj_distr.K[t, :, :].T - ) + traj_distr.pol_covar[t, :, :] - ]) - ]) - mu[t, :] = np.hstack([ - mu[t, idx_x], - traj_distr.K[t, :, :].dot(mu[t, idx_x]) + traj_distr.k[t, :] - ]) - if t < T - 1: - sigma[t+1, idx_x, idx_x] = \ - Fm[t, :, :].dot(sigma[t, :, :]).dot(Fm[t, :, :].T) + \ - dyn_covar[t, :, :] - mu[t+1, idx_x] = Fm[t, :, :].dot(mu[t, :]) + fv[t, :] - return mu, sigma - def runTest(itr_load): data_files_dir = config['common']['data_files_dir'] data_logger = DataLogger() @@ -268,42 +212,6 @@ def runTest(itr_load): traj_info = algorithm.cur[0].traj_info traj_info.x0mu = x0 traj_info.x0sigma = np.zeros([dX, dX]) - #Fm = traj_info.dynamics.Fm - #fv = traj_info.dynamics.fv - #dyn_covar = traj_info.dynamics.dyn_covar - - mu, sigma = forward(pol, traj_info) - t = 1 - for t in range(1,4): - x0 = np.copy(mu[t,:dX]) - x0[:2] += 1e-3 - lognorm = lambda x: multivariate_normal.logpdf(x, mean=mu[t,:dX], cov=sigma[t,:dX,:dX]) - y = lognorm(x0) - - inv_sigma = np.linalg.inv(sigma[t,:dX,:dX]) - analyticGradient = -inv_sigma.dot(x0 - mu[t,:dX]) - numGradient = evalGradient(lognorm, x0.reshape(1,dX)).reshape(dX) - graderr = np.mean(analyticGradient - numGradient) - print "Gradient error: ", graderr - - analyticHessian = -inv_sigma - numHessian = evalHessian(lognorm, x0.reshape(1,dX)) - hesserr = np.mean(analyticHessian - numHessian) - print "Hessian error: ", hesserr - - """ - ti = time.time() - try: - U = sp.linalg.cholesky(sigma[t,:dX,:dX]) - L = U.T - except LinAlgError as e: - print 'Sigma LinAlgError: %s' % e - - inv_sigma = sp.linalg.solve_triangular( - U, sp.linalg.solve_triangular(L, np.eye(dX), lower=True) - ) - print "Elapse: ", time.time() - ti - """ """ for i in range(config['num_samples']): @@ -312,14 +220,20 @@ def runTest(itr_load): verbose=(i < config['verbose_trials']) ) """ - """ + cost = config['algorithm']['cost']['type'](config['algorithm']['cost']) cost_obstacle = CostObstacle(config['algorithm']['cost']['costs'][2]) cost_state = CostState(config['algorithm']['cost']['costs'][1]) wo = config['algorithm']['cost']['weights'][2] ws = config['algorithm']['cost']['weights'][1] + # Setup for MPC + M = 4 # Short Horizon + mpc = MpcTrajOpt(M) + + for i in range(config['num_samples']): + poseArray = [] agent._worlds[0].run() agent._worlds[0].reset_world() b2d_X = agent._worlds[0].get_state() @@ -330,7 +244,36 @@ def runTest(itr_load): for t in range(T): X_t = sample.get_X(t=t) obs_t = sample.get_obs(t=t) + + t_mpc = t % M + if t_mpc == 0: + # Update trajectory distribution + #mpc_pol = mpc.runmpc(X_t, pol, traj_info, t) + mpc_pol, mu, sigma = mpc.runmpc(X_t, pol, traj_info, t) + for ti in range(1,M): + agent._worlds[0].drawPose(poseArray, mu[ti,:2]) + """ + mu, sigma, fCm, fcv = mpc.runmpc(X_t, pol, traj_info, t) + for ti in range(1,M): + agent._worlds[0].drawPose(poseArray, mu[ti,:2]) + + lognorm = lambda x: multivariate_normal.logpdf(x, mean=mu[ti,:dX], cov=sigma[ti,:dX,:dX]) + numGradient = evalGradient(lognorm, X_t.reshape(1,dX)).reshape(dX) + graderr = np.mean(fcv[ti,:dX] - numGradient) + print "Gradient error: ", graderr + + numHessian = evalHessian(lognorm, X_t.reshape(1,dX)) + hesserr = np.mean(fCm[ti,:dX,:dX] - numHessian) + print "Hessian error: ", hesserr + """ + if t_mpc != 0: + lognorm = lambda x: -multivariate_normal.logpdf(x, mean=mu[t_mpc,:dX], cov=sigma[t_mpc,:dX,:dX]) + print("Cost %d %f" % (t, lognorm(X_t))) + raw_input("Press the key to continue...") + + #U[t, :] = mpc_pol.act(X_t, obs_t, t_mpc, noise[t, :]) U[t, :] = pol.act(X_t, obs_t, t, noise[t, :]) + print U[t] if (t+1) < T: for _ in range(agent_hyperparams['substeps']): @@ -338,12 +281,14 @@ def runTest(itr_load): b2d_X = agent._worlds[0].get_state() agent._set_sample(sample, b2d_X, t) sample.set(ACTION, U) + + agent._worlds[0].clearPose(poseArray) l, lx, lu, lxx, luu, lux = cost.eval(sample) ol, olx, olu, olxx, oluu, olux = cost_obstacle.eval(sample) sl, slx, slu, slxx, sluu, slux = cost_state.eval(sample) print np.sum(l), wo*np.sum(ol), ws*np.sum(sl) - """ + def main(): print 'running box2d' From 50d4b99b0147cd149fedd6a359c571d20900185e Mon Sep 17 00:00:00 2001 From: Tai Hoang Date: Wed, 11 Jan 2017 23:04:40 +0700 Subject: [PATCH 05/44] Using MPC trajectory distribution with surogate cost. 1. This MPC mission is follow offline trajectory. 2. Regularize Quu by small eta to make it PD. 3. When using raw cost, must adjust around sample, that the important thing to make the gradient of cost work. 3. Still not sure about this MPC, because original MPC is running online, meaning that x0=current_x (feedback state), and then minimize the same cost function as offline trajectory with shorter horizon. On the other hand, when using this MPC on test phase, it seem we just need to find current_x belong to which MPC (at time t), and then call MPC[m].act(...), NO OPTIMIZATION OCCUR AT RUNTIME ???? --- python/tests/test_box2d/mpc_traj_opt.py | 100 +++++++++++++------ python/tests/test_box2d/test_box2d.py | 125 +++++++++++++----------- 2 files changed, 136 insertions(+), 89 deletions(-) diff --git a/python/tests/test_box2d/mpc_traj_opt.py b/python/tests/test_box2d/mpc_traj_opt.py index efbb0fe36..745dc3013 100644 --- a/python/tests/test_box2d/mpc_traj_opt.py +++ b/python/tests/test_box2d/mpc_traj_opt.py @@ -4,6 +4,7 @@ import numpy as np import scipy as sp from copy import deepcopy +from math import ceil from scipy.stats import multivariate_normal from numpy.linalg import LinAlgError @@ -12,17 +13,49 @@ class MpcTrajOpt(object): def __init__(self, M): self.M = M - def runmpc(self, X_t, traj_distr, traj_info, cur_t): - dU = traj_distr.dU - dX = traj_distr.dX + def update(self, prev_mpc, sample, traj_distr, traj_info, cur_t): + self.T = sample.T + dX = sample.dX + dU = sample.dU + + X = sample.get_X() + U = sample.get_U() + + # Make a copy trajinfo = deepcopy(traj_info) - trajinfo.x0mu = X_t - trajinfo.x0sigma = np.zeros([dX, dX]) + trajinfo.x0mu = X[cur_t] + trajinfo.x0sigma = 1e-6*np.eye(dX) mu, sigma = self.forward(traj_distr, trajinfo, cur_t) - new_traj_distr = self.backward(traj_distr, trajinfo, X_t, mu, sigma, cur_t) + if cur_t+self.M > self.T-1: + new_mpc = self.backward(prev_mpc, trajinfo, X[cur_t:], U[cur_t:], mu, sigma, cur_t) + else: + new_mpc = self.backward(prev_mpc, trajinfo, X[cur_t:cur_t+self.M], U[cur_t:cur_t+self.M], mu, sigma, cur_t) + + return new_mpc, mu, sigma + + """ + N = int(ceil(T/self.M)) + + # Make a copy + trajinfo = deepcopy(traj_info) + new_traj_distr = traj_distr.nans_like() + + new_mu = np.zeros([T,dX+dU]) + new_sigma = np.zeros([T,dX+dU,dX+dU]) - return new_traj_distr, mu, sigma + X = sample.get_X() + U = sample.get_U() + for n in range(N): + t = n*self.M + trajinfo.x0mu = X[t] + trajinfo.x0sigma = 1e-6*np.eye(dX) + + new_mu[t:t+self.M,:], new_sigma[t:t+self.M,:,:] = self.forward(traj_distr, trajinfo, t) + new_traj_distr = self.backward(new_traj_distr, trajinfo, X[t:t+self.M], U[t:t+self.M], new_mu[t:t+self.M], new_sigma[t:t+self.M], t) + + return new_traj_distr, new_mu, new_sigma + """ def forward(self, traj_distr, traj_info, cur_t): """ @@ -59,6 +92,8 @@ def forward(self, traj_distr, traj_info, cur_t): for t in range(T): t_traj = cur_t+t + if t_traj > self.T-1: + break sigma[t, :, :] = np.vstack([ np.hstack([ sigma[t, idx_x, idx_x], @@ -82,7 +117,7 @@ def forward(self, traj_distr, traj_info, cur_t): mu[t+1, idx_x] = Fm[t_traj, :, :].dot(mu[t, :]) + fv[t_traj, :] return mu, sigma - def backward(self, prev_traj_distr, traj_info, x0, mu, sigma, cur_t): + def backward(self, new_traj_distr, traj_info, x0, u0, mu, sigma, cur_t): """ Perform LQR backward pass. This computes a new linear Gaussian policy object. @@ -99,13 +134,9 @@ def backward(self, prev_traj_distr, traj_info, x0, mu, sigma, cur_t): Q-function is not PD. """ # Constants. - T = self.M - dU = prev_traj_distr.dU - dX = prev_traj_distr.dX - - # TODO: Change size to M - traj_distr = prev_traj_distr.nans_like() - #traj_distr.T = self.M + T = x0.shape[0] + dU = new_traj_distr.dU + dX = new_traj_distr.dX """ # TODO: Check BADMM need this? @@ -135,7 +166,7 @@ def backward(self, prev_traj_distr, traj_info, x0, mu, sigma, cur_t): Vxx = np.zeros((T, dX, dX)) Vx = np.zeros((T, dX)) - fCm, fcv = self.compute_costs(x0, mu, sigma, dX, dU) + fCm, fcv = self.compute_costs(x0, u0, mu, sigma, dX, dU) # Compute state-action-state function at each time step. for t in range(T - 1, -1, -1): @@ -177,27 +208,27 @@ def backward(self, prev_traj_distr, traj_info, x0, mu, sigma, cur_t): break # Store conditional covariance, inverse, and Cholesky. - traj_distr.inv_pol_covar[t, :, :] = Qtt[idx_u, idx_u] - traj_distr.pol_covar[t, :, :] = sp.linalg.solve_triangular( + new_traj_distr.inv_pol_covar[t_traj, :, :] = Qtt[idx_u, idx_u] + new_traj_distr.pol_covar[t_traj, :, :] = sp.linalg.solve_triangular( U, sp.linalg.solve_triangular(L, np.eye(dU), lower=True) ) - traj_distr.chol_pol_covar[t, :, :] = sp.linalg.cholesky( - traj_distr.pol_covar[t, :, :] + new_traj_distr.chol_pol_covar[t_traj, :, :] = sp.linalg.cholesky( + new_traj_distr.pol_covar[t_traj, :, :] ) # Compute mean terms. - traj_distr.k[t, :] = -sp.linalg.solve_triangular( + new_traj_distr.k[t_traj, :] = -sp.linalg.solve_triangular( U, sp.linalg.solve_triangular(L, Qt[idx_u], lower=True) ) - traj_distr.K[t, :, :] = -sp.linalg.solve_triangular( + new_traj_distr.K[t_traj, :, :] = -sp.linalg.solve_triangular( U, sp.linalg.solve_triangular(L, Qtt[idx_u, idx_x], lower=True) ) # Compute value function. Vxx[t, :, :] = Qtt[idx_x, idx_x] + \ - Qtt[idx_x, idx_u].dot(traj_distr.K[t, :, :]) - Vx[t, :] = Qt[idx_x] + Qtt[idx_x, idx_u].dot(traj_distr.k[t, :]) + Qtt[idx_x, idx_u].dot(new_traj_distr.K[t_traj, :, :]) + Vx[t, :] = Qt[idx_x] + Qtt[idx_x, idx_u].dot(new_traj_distr.k[t_traj, :]) Vxx[t, :, :] = 0.5 * (Vxx[t, :, :] + Vxx[t, :, :].T) # Increment eta on non-SPD Q-function. @@ -206,7 +237,7 @@ def backward(self, prev_traj_distr, traj_info, x0, mu, sigma, cur_t): old_eta = eta eta = eta0 + del_ #LOGGER.debug('Increasing eta: %f -> %f', old_eta, eta) - print 'Increasing eta: %f -> %f', old_eta, eta + print 'Increasing eta: %f -> %f' % (old_eta, eta) del_ *= 2 # Increase del_ exponentially on failure. if eta >= 1e16: if np.any(np.isnan(Fm)) or np.any(np.isnan(fv)): @@ -215,11 +246,12 @@ def backward(self, prev_traj_distr, traj_info, x0, mu, sigma, cur_t): large eta (check that dynamics and cost are \ reasonably well conditioned)!') #""" - return traj_distr + return new_traj_distr - def compute_costs(self, x0, mu, sigma, dX, dU): - fCm = np.zeros([self.M, dX+dU, dX+dU]) - fcv = np.zeros([self.M, dX+dU]) + def compute_costs(self, x0, u0, mu, sigma, dX, dU): + T = x0.shape[0] + fCm = np.zeros([T, dX+dU, dX+dU]) + fcv = np.zeros([T, dX+dU]) idx_x = slice(dX) idx_u = slice(dX, dX+dU) @@ -227,9 +259,15 @@ def compute_costs(self, x0, mu, sigma, dX, dU): # Cost = -logp(x_t'|x_t) # Gradient = inv(Sigma)*(x0 - mu) # Hessian = inv(Sigma) - for t in range(self.M - 1, 0, -1): + for t in range(T - 1, -1, -1): inv_sigma = np.linalg.inv(sigma[t,idx_x,idx_x]) - fcv[t, idx_x] = inv_sigma.dot(x0 - mu[t,idx_x]) # Gradient + fcv[t, idx_x] = inv_sigma.dot(x0[t] - mu[t,idx_x]) # Gradient fCm[t, idx_x, idx_x] = inv_sigma # Hessian + yhat = np.c_[x0, u0] + rdiff = -yhat + rdiff_expand = np.expand_dims(rdiff, axis=2) + cv_update = np.sum(fCm * rdiff_expand, axis=1) + fcv += cv_update + return fCm, fcv \ No newline at end of file diff --git a/python/tests/test_box2d/test_box2d.py b/python/tests/test_box2d/test_box2d.py index 1335f3ba8..aa5f7ba7f 100644 --- a/python/tests/test_box2d/test_box2d.py +++ b/python/tests/test_box2d/test_box2d.py @@ -201,7 +201,7 @@ def runTest(itr_load): agent_hyperparams = deepcopy(AGENT) agent_hyperparams.update(config['agent']) - agent_hyperparams['render'] = True + agent_hyperparams['render'] = False agent = config['agent']['type'](agent_hyperparams) x0 = agent_hyperparams["x0"] @@ -227,67 +227,76 @@ def runTest(itr_load): wo = config['algorithm']['cost']['weights'][2] ws = config['algorithm']['cost']['weights'][1] - # Setup for MPC - M = 4 # Short Horizon - mpc = MpcTrajOpt(M) + """ + Rollout from offline trajectory distribution, no render + """ + agent._worlds[0].run() + agent._worlds[0].reset_world() + b2d_X = agent._worlds[0].get_state() + prev_sample = agent._init_sample(b2d_X) + U = np.zeros([T, dU]) + noise = generate_noise(T, dU, agent_hyperparams) + for t in range(T): + X_t = prev_sample.get_X(t=t) + obs_t = prev_sample.get_obs(t=t) + U[t, :] = pol.act(X_t, obs_t, t, noise[t, :]) + if (t+1) < T: + for _ in range(agent_hyperparams['substeps']): + agent._worlds[0].run_next(U[t, :]) + b2d_X = agent._worlds[0].get_state() + agent._set_sample(prev_sample, b2d_X, t) + prev_sample.set(ACTION, U) - for i in range(config['num_samples']): - poseArray = [] - agent._worlds[0].run() - agent._worlds[0].reset_world() - b2d_X = agent._worlds[0].get_state() - sample = agent._init_sample(b2d_X) - U = np.zeros([T, dU]) + print "Rollout successful" - noise = generate_noise(T, dU, agent_hyperparams) - for t in range(T): - X_t = sample.get_X(t=t) - obs_t = sample.get_obs(t=t) - - t_mpc = t % M - if t_mpc == 0: - # Update trajectory distribution - #mpc_pol = mpc.runmpc(X_t, pol, traj_info, t) - mpc_pol, mu, sigma = mpc.runmpc(X_t, pol, traj_info, t) - for ti in range(1,M): - agent._worlds[0].drawPose(poseArray, mu[ti,:2]) - """ - mu, sigma, fCm, fcv = mpc.runmpc(X_t, pol, traj_info, t) - for ti in range(1,M): - agent._worlds[0].drawPose(poseArray, mu[ti,:2]) - - lognorm = lambda x: multivariate_normal.logpdf(x, mean=mu[ti,:dX], cov=sigma[ti,:dX,:dX]) - numGradient = evalGradient(lognorm, X_t.reshape(1,dX)).reshape(dX) - graderr = np.mean(fcv[ti,:dX] - numGradient) - print "Gradient error: ", graderr - - numHessian = evalHessian(lognorm, X_t.reshape(1,dX)) - hesserr = np.mean(fCm[ti,:dX,:dX] - numHessian) - print "Hessian error: ", hesserr - """ - if t_mpc != 0: - lognorm = lambda x: -multivariate_normal.logpdf(x, mean=mu[t_mpc,:dX], cov=sigma[t_mpc,:dX,:dX]) - print("Cost %d %f" % (t, lognorm(X_t))) - raw_input("Press the key to continue...") - - #U[t, :] = mpc_pol.act(X_t, obs_t, t_mpc, noise[t, :]) - U[t, :] = pol.act(X_t, obs_t, t, noise[t, :]) - print U[t] - - if (t+1) < T: - for _ in range(agent_hyperparams['substeps']): - agent._worlds[0].run_next(U[t, :]) - b2d_X = agent._worlds[0].get_state() - agent._set_sample(sample, b2d_X, t) - sample.set(ACTION, U) - - agent._worlds[0].clearPose(poseArray) + # Setup for MPC + M = 5 # Short Horizon + mpc = MpcTrajOpt(M) + mpc_pol = pol.nans_like() - l, lx, lu, lxx, luu, lux = cost.eval(sample) - ol, olx, olu, olxx, oluu, olux = cost_obstacle.eval(sample) - sl, slx, slu, slxx, sluu, slux = cost_state.eval(sample) - print np.sum(l), wo*np.sum(ol), ws*np.sum(sl) + agent_hyperparams['render'] = True + agent = config['agent']['type'](agent_hyperparams) + poseArray = [] + agent._worlds[0].run() + agent._worlds[0].reset_world() + b2d_X = agent._worlds[0].get_state() + sample = agent._init_sample(b2d_X) + U = np.zeros([T, dU]) + + noise = generate_noise(T, dU, agent_hyperparams) + #noise = np.zeros((T, dU)) + for t in range(T): + # Note: M-1 because action[M] = [0,0]. + if t % (M-1) == 0: + """ + Find out MPC ussing sample from offline trajectory distribtion (future is previous MPC) + """ + mpc_pol, mu, sigma = mpc.update(mpc_pol, prev_sample, pol, traj_info, t) + for ti in range(M-1): + agent._worlds[0].drawPose(poseArray, mu[ti,:2]) + agent._worlds[0].run_next(np.zeros(dU)) + + X_t = sample.get_X(t=t) + obs_t = sample.get_obs(t=t) + + U[t, :] = mpc_pol.act(X_t, obs_t, t, noise[t, :]) + + if (t+1) < T: + for _ in range(agent_hyperparams['substeps']): + agent._worlds[0].run_next(U[t, :]) + b2d_X = agent._worlds[0].get_state() + agent._set_sample(sample, b2d_X, t) + sample.set(ACTION, U) + + agent._worlds[0].clearPose(poseArray) + + """ + l, lx, lu, lxx, luu, lux = cost.eval(sample) + ol, olx, olu, olxx, oluu, olux = cost_obstacle.eval(sample) + sl, slx, slu, slxx, sluu, slux = cost_state.eval(sample) + print np.sum(l), wo*np.sum(ol), ws*np.sum(sl) + """ def main(): From 7319ee53dba51d542b7e5475434555280c95e969 Mon Sep 17 00:00:00 2001 From: Tai Hoang Date: Thu, 12 Jan 2017 14:55:12 +0700 Subject: [PATCH 06/44] Real MPC (Online Optimization) follow offline trajectory. When compute gradient of cost using feedback state x0 for all t in short horizon. --- .../box2d_pointmass_example/hyperparams.py | 4 +- python/tests/test_box2d/mpc_traj_opt.py | 61 ++++++------------ python/tests/test_box2d/test_box2d.py | 63 +++---------------- 3 files changed, 32 insertions(+), 96 deletions(-) diff --git a/experiments/box2d_pointmass_example/hyperparams.py b/experiments/box2d_pointmass_example/hyperparams.py index 1ecf0cee2..f2d303162 100644 --- a/experiments/box2d_pointmass_example/hyperparams.py +++ b/experiments/box2d_pointmass_example/hyperparams.py @@ -58,7 +58,7 @@ 'sensor_dims': SENSOR_DIMS, 'state_include': [END_EFFECTOR_POINTS, END_EFFECTOR_POINT_VELOCITIES], 'obs_include': [], - 'smooth_noise_var': 10.0 + 'smooth_noise_var': 5.0 } algorithm = { @@ -104,7 +104,7 @@ algorithm['cost'] = { 'type': CostSum, 'costs': [action_cost, state_cost, obstacle_cost], - 'weights': [1.0, 1.0, 10.0], + 'weights': [1.0, 1.2, 10.0], } algorithm['dynamics'] = { diff --git a/python/tests/test_box2d/mpc_traj_opt.py b/python/tests/test_box2d/mpc_traj_opt.py index 745dc3013..7c937990e 100644 --- a/python/tests/test_box2d/mpc_traj_opt.py +++ b/python/tests/test_box2d/mpc_traj_opt.py @@ -13,49 +13,27 @@ class MpcTrajOpt(object): def __init__(self, M): self.M = M - def update(self, prev_mpc, sample, traj_distr, traj_info, cur_t): - self.T = sample.T - dX = sample.dX - dU = sample.dU + def update(self, prev_mpc, X_t, traj_distr, traj_info, cur_t): + self.T = traj_distr.T + dX = traj_distr.dX + dU = traj_distr.dU - X = sample.get_X() - U = sample.get_U() + #X = sample.get_X() + #U = sample.get_U() # Make a copy trajinfo = deepcopy(traj_info) - trajinfo.x0mu = X[cur_t] + trajinfo.x0mu = X_t#X[cur_t] trajinfo.x0sigma = 1e-6*np.eye(dX) - mu, sigma = self.forward(traj_distr, trajinfo, cur_t) - if cur_t+self.M > self.T-1: - new_mpc = self.backward(prev_mpc, trajinfo, X[cur_t:], U[cur_t:], mu, sigma, cur_t) + if cur_t+self.M > self.T: + X_rep = np.tile(X_t, (self.T-cur_t,1)) else: - new_mpc = self.backward(prev_mpc, trajinfo, X[cur_t:cur_t+self.M], U[cur_t:cur_t+self.M], mu, sigma, cur_t) - - return new_mpc, mu, sigma - - """ - N = int(ceil(T/self.M)) - - # Make a copy - trajinfo = deepcopy(traj_info) - new_traj_distr = traj_distr.nans_like() - - new_mu = np.zeros([T,dX+dU]) - new_sigma = np.zeros([T,dX+dU,dX+dU]) - - X = sample.get_X() - U = sample.get_U() - for n in range(N): - t = n*self.M - trajinfo.x0mu = X[t] - trajinfo.x0sigma = 1e-6*np.eye(dX) + X_rep = np.tile(X_t, (self.M,1)) - new_mu[t:t+self.M,:], new_sigma[t:t+self.M,:,:] = self.forward(traj_distr, trajinfo, t) - new_traj_distr = self.backward(new_traj_distr, trajinfo, X[t:t+self.M], U[t:t+self.M], new_mu[t:t+self.M], new_sigma[t:t+self.M], t) - - return new_traj_distr, new_mu, new_sigma - """ + mu, sigma = self.forward(traj_distr, trajinfo, cur_t) + new_mpc = self.backward(prev_mpc, trajinfo, X_rep, mu, sigma, cur_t) + return new_mpc, mu, sigma def forward(self, traj_distr, traj_info, cur_t): """ @@ -117,7 +95,7 @@ def forward(self, traj_distr, traj_info, cur_t): mu[t+1, idx_x] = Fm[t_traj, :, :].dot(mu[t, :]) + fv[t_traj, :] return mu, sigma - def backward(self, new_traj_distr, traj_info, x0, u0, mu, sigma, cur_t): + def backward(self, new_traj_distr, traj_info, x0, mu, sigma, cur_t): """ Perform LQR backward pass. This computes a new linear Gaussian policy object. @@ -166,7 +144,7 @@ def backward(self, new_traj_distr, traj_info, x0, u0, mu, sigma, cur_t): Vxx = np.zeros((T, dX, dX)) Vx = np.zeros((T, dX)) - fCm, fcv = self.compute_costs(x0, u0, mu, sigma, dX, dU) + fCm, fcv = self.compute_costs(x0, mu, sigma, dX, dU) # Compute state-action-state function at each time step. for t in range(T - 1, -1, -1): @@ -248,7 +226,7 @@ def backward(self, new_traj_distr, traj_info, x0, u0, mu, sigma, cur_t): #""" return new_traj_distr - def compute_costs(self, x0, u0, mu, sigma, dX, dU): + def compute_costs(self, x0, mu, sigma, dX, dU): T = x0.shape[0] fCm = np.zeros([T, dX+dU, dX+dU]) fcv = np.zeros([T, dX+dU]) @@ -264,10 +242,11 @@ def compute_costs(self, x0, u0, mu, sigma, dX, dU): fcv[t, idx_x] = inv_sigma.dot(x0[t] - mu[t,idx_x]) # Gradient fCm[t, idx_x, idx_x] = inv_sigma # Hessian - yhat = np.c_[x0, u0] + #yhat = np.c_[x0, u0] + yhat = np.c_[x0] rdiff = -yhat rdiff_expand = np.expand_dims(rdiff, axis=2) - cv_update = np.sum(fCm * rdiff_expand, axis=1) - fcv += cv_update + cv_update = np.sum(fCm[:,idx_x,idx_x] * rdiff_expand, axis=1) + fcv[:,idx_x] += cv_update return fCm, fcv \ No newline at end of file diff --git a/python/tests/test_box2d/test_box2d.py b/python/tests/test_box2d/test_box2d.py index aa5f7ba7f..38d39dadd 100644 --- a/python/tests/test_box2d/test_box2d.py +++ b/python/tests/test_box2d/test_box2d.py @@ -201,7 +201,7 @@ def runTest(itr_load): agent_hyperparams = deepcopy(AGENT) agent_hyperparams.update(config['agent']) - agent_hyperparams['render'] = False + agent_hyperparams['render'] = True agent = config['agent']['type'](agent_hyperparams) x0 = agent_hyperparams["x0"] @@ -213,50 +213,14 @@ def runTest(itr_load): traj_info.x0mu = x0 traj_info.x0sigma = np.zeros([dX, dX]) - """ - for i in range(config['num_samples']): - agent.sample( - pol, 0, - verbose=(i < config['verbose_trials']) - ) - """ - - cost = config['algorithm']['cost']['type'](config['algorithm']['cost']) - cost_obstacle = CostObstacle(config['algorithm']['cost']['costs'][2]) - cost_state = CostState(config['algorithm']['cost']['costs'][1]) - wo = config['algorithm']['cost']['weights'][2] - ws = config['algorithm']['cost']['weights'][1] - - """ - Rollout from offline trajectory distribution, no render - """ - agent._worlds[0].run() - agent._worlds[0].reset_world() - b2d_X = agent._worlds[0].get_state() - prev_sample = agent._init_sample(b2d_X) - U = np.zeros([T, dU]) - - noise = generate_noise(T, dU, agent_hyperparams) - for t in range(T): - X_t = prev_sample.get_X(t=t) - obs_t = prev_sample.get_obs(t=t) - U[t, :] = pol.act(X_t, obs_t, t, noise[t, :]) - if (t+1) < T: - for _ in range(agent_hyperparams['substeps']): - agent._worlds[0].run_next(U[t, :]) - b2d_X = agent._worlds[0].get_state() - agent._set_sample(prev_sample, b2d_X, t) - prev_sample.set(ACTION, U) - - print "Rollout successful" + # Sample using offline trajectory distribution. + agent.sample(pol, 0) # Setup for MPC - M = 5 # Short Horizon + M = 4 # Short Horizon mpc = MpcTrajOpt(M) mpc_pol = pol.nans_like() - agent_hyperparams['render'] = True - agent = config['agent']['type'](agent_hyperparams) poseArray = [] agent._worlds[0].run() agent._worlds[0].reset_world() @@ -267,19 +231,19 @@ def runTest(itr_load): noise = generate_noise(T, dU, agent_hyperparams) #noise = np.zeros((T, dU)) for t in range(T): + X_t = sample.get_X(t=t) + obs_t = sample.get_obs(t=t) + # Note: M-1 because action[M] = [0,0]. if t % (M-1) == 0: """ - Find out MPC ussing sample from offline trajectory distribtion (future is previous MPC) + Find out MPC using sample from offline trajectory distribtion. """ - mpc_pol, mu, sigma = mpc.update(mpc_pol, prev_sample, pol, traj_info, t) + mpc_pol, mu, sigma = mpc.update(mpc_pol, X_t, pol, traj_info, t) for ti in range(M-1): agent._worlds[0].drawPose(poseArray, mu[ti,:2]) agent._worlds[0].run_next(np.zeros(dU)) - - X_t = sample.get_X(t=t) - obs_t = sample.get_obs(t=t) - + U[t, :] = mpc_pol.act(X_t, obs_t, t, noise[t, :]) if (t+1) < T: @@ -291,13 +255,6 @@ def runTest(itr_load): agent._worlds[0].clearPose(poseArray) - """ - l, lx, lu, lxx, luu, lux = cost.eval(sample) - ol, olx, olu, olxx, oluu, olux = cost_obstacle.eval(sample) - sl, slx, slu, slxx, sluu, slux = cost_state.eval(sample) - print np.sum(l), wo*np.sum(ol), ws*np.sum(sl) - """ - def main(): print 'running box2d' From c69e0bf31826b5af5290c3516d15ba4928edab9a Mon Sep 17 00:00:00 2001 From: Tai Hoang Date: Fri, 13 Jan 2017 19:31:12 +0700 Subject: [PATCH 07/44] Using MPC when sample to train trajectory distribution. Tested on Box2D PointMass --- .../box2d_pointmass_example/hyperparams.py | 17 +++- python/gps/agent/box2d/agent_box2d.py | 7 +- python/gps/agent/config.py | 1 + python/gps/algorithm/algorithm.py | 18 +++- python/gps/algorithm/algorithm_utils.py | 2 + python/gps/algorithm/config.py | 4 +- .../algorithm/traj_opt}/mpc_traj_opt.py | 29 +++---- python/gps/gps_main.py | 62 +++++++++++-- python/tests/test_box2d/test_box2d.py | 86 +++++++++++++++---- 9 files changed, 182 insertions(+), 44 deletions(-) rename python/{tests/test_box2d => gps/algorithm/traj_opt}/mpc_traj_opt.py (91%) diff --git a/experiments/box2d_pointmass_example/hyperparams.py b/experiments/box2d_pointmass_example/hyperparams.py index f2d303162..4c59e98f4 100644 --- a/experiments/box2d_pointmass_example/hyperparams.py +++ b/experiments/box2d_pointmass_example/hyperparams.py @@ -37,6 +37,7 @@ 'target_filename': EXP_DIR + 'target.npz', 'log_filename': EXP_DIR + 'log.txt', 'conditions': 1, + 'use_mpc': True, } if not os.path.exists(common['data_files_dir']): @@ -55,15 +56,18 @@ 'pos_body_idx': np.array([]), 'pos_body_offset': np.array([]), 'T': 100, + 'use_mpc': common['use_mpc'], + 'M': 4, 'sensor_dims': SENSOR_DIMS, 'state_include': [END_EFFECTOR_POINTS, END_EFFECTOR_POINT_VELOCITIES], 'obs_include': [], - 'smooth_noise_var': 5.0 + 'smooth_noise_var': 0.3 # 2.0 } algorithm = { 'type': AlgorithmTrajOpt, 'conditions': common['conditions'], + 'use_mpc': common['use_mpc'], } algorithm['init_traj_distr'] = { @@ -75,6 +79,15 @@ 'T': agent['T'], } +algorithm['init_mpc'] = { + 'type': init_pd, + 'init_var': 5.0, + 'pos_gains': 0.0, + 'dQ': SENSOR_DIMS[ACTION], + 'dt': agent['dt'], + 'T': agent['M'], +} + action_cost = { 'type': CostAction, 'wu': np.array([5e-5, 5e-5]) @@ -125,7 +138,7 @@ algorithm['policy_opt'] = {} config = { - 'iterations': 15, + 'iterations': 20, 'num_samples': 5, 'common': common, 'verbose_trials': 0, diff --git a/python/gps/agent/box2d/agent_box2d.py b/python/gps/agent/box2d/agent_box2d.py index af77a6ff2..58a0720e2 100644 --- a/python/gps/agent/box2d/agent_box2d.py +++ b/python/gps/agent/box2d/agent_box2d.py @@ -43,7 +43,7 @@ def _setup_world(self, world, target, render): for i in range(self._hyperparams['conditions'])] - def sample(self, policy, condition, verbose=False, save=True, noisy=True): + def sample(self, policy, condition, reset=True, verbose=False, save=True, noisy=True): """ Runs a trial and constructs a new sample containing information about the trial. @@ -55,8 +55,9 @@ def sample(self, policy, condition, verbose=False, save=True, noisy=True): save (boolean): Whether or not to store the trial into the samples. noisy (boolean): Whether or not to use noise during sampling. """ - self._worlds[condition].run() - self._worlds[condition].reset_world() + if reset: + self._worlds[condition].run() + self._worlds[condition].reset_world() b2d_X = self._worlds[condition].get_state() new_sample = self._init_sample(b2d_X) U = np.zeros([self.T, self.dU]) diff --git a/python/gps/agent/config.py b/python/gps/agent/config.py index 9c2e18a6a..7c569beb5 100755 --- a/python/gps/agent/config.py +++ b/python/gps/agent/config.py @@ -18,6 +18,7 @@ 'smooth_noise': True, 'smooth_noise_var': 2.0, 'smooth_noise_renormalize': True, + 'use_mpc': False } diff --git a/python/gps/algorithm/algorithm.py b/python/gps/algorithm/algorithm.py index db9505a00..41dd7beb4 100755 --- a/python/gps/algorithm/algorithm.py +++ b/python/gps/algorithm/algorithm.py @@ -9,7 +9,7 @@ from gps.algorithm.config import ALG from gps.algorithm.algorithm_utils import IterationData, TrajectoryInfo from gps.utility.general_utils import extract_condition - +from gps.algorithm.traj_opt.mpc_traj_opt import MpcTrajOpt LOGGER = logging.getLogger(__name__) @@ -52,6 +52,13 @@ def __init__(self, hyperparams): if self._hyperparams['fit_dynamics']: dynamics = self._hyperparams['dynamics'] + + #if self._hyperparams['use_mpc']: + self.T_mpc = 4#agent.M # Short Horizon + init_mpc = config['init_mpc'] + init_mpc['x0'] = agent.x0 + init_mpc['dX'] = agent.dX + init_mpc['dU'] = agent.dU for m in range(self.M): self.cur[m].traj_info = TrajectoryInfo() @@ -61,6 +68,13 @@ def __init__(self, hyperparams): self._hyperparams['init_traj_distr'], self._cond_idx[m] ) self.cur[m].traj_distr = init_traj_distr['type'](init_traj_distr) + + #if self._hyperparams['use_mpc']: + init_mpc = extract_condition( + self._hyperparams['init_mpc'], self._cond_idx[m] + ) + self.cur[m].mpc = MpcTrajOpt(self.T_mpc) + self.cur[m].mpc_pol = config['init_mpc']['type'](init_mpc) self.traj_opt = hyperparams['traj_opt']['type']( hyperparams['traj_opt'] @@ -189,6 +203,8 @@ def _advance_iteration_variables(self): self.cur[m].step_mult = self.prev[m].step_mult self.cur[m].eta = self.prev[m].eta self.cur[m].traj_distr = self.new_traj_distr[m] + self.cur[m].mpc = copy.deepcopy(self.prev[m].mpc) + self.cur[m].mpc_pol = copy.deepcopy(self.prev[m].mpc_pol) delattr(self, 'new_traj_distr') def _set_new_mult(self, predicted_impr, actual_impr, m): diff --git a/python/gps/algorithm/algorithm_utils.py b/python/gps/algorithm/algorithm_utils.py index fa3d46561..e1c0382cc 100644 --- a/python/gps/algorithm/algorithm_utils.py +++ b/python/gps/algorithm/algorithm_utils.py @@ -17,6 +17,8 @@ def __init__(self): 'cs': None, # Sample costs of the current iteration. 'step_mult': 1.0, # KL step multiplier for the current iteration. 'eta': 1.0, # Dual variable used in LQR backward pass. + 'mpc': None, + 'mpc_pol': None, } BundleType.__init__(self, variables) diff --git a/python/gps/algorithm/config.py b/python/gps/algorithm/config.py index 8405d9456..76d92aaa2 100644 --- a/python/gps/algorithm/config.py +++ b/python/gps/algorithm/config.py @@ -23,7 +23,9 @@ # Whether or not to sample with neural net policy (only for badmm/mdgps). 'sample_on_policy': False, # Inidicates if the algorithm requires fitting of the dynamics. - 'fit_dynamics': True, + 'fit_dynamics': True, + # Inidicates use mpc for sample and as a policy trainners. + 'use_mpc': False, } diff --git a/python/tests/test_box2d/mpc_traj_opt.py b/python/gps/algorithm/traj_opt/mpc_traj_opt.py similarity index 91% rename from python/tests/test_box2d/mpc_traj_opt.py rename to python/gps/algorithm/traj_opt/mpc_traj_opt.py index 7c937990e..9f8803bf8 100644 --- a/python/tests/test_box2d/mpc_traj_opt.py +++ b/python/gps/algorithm/traj_opt/mpc_traj_opt.py @@ -1,6 +1,7 @@ import os import os.path import sys +import logging import numpy as np import scipy as sp from copy import deepcopy @@ -8,6 +9,8 @@ from scipy.stats import multivariate_normal from numpy.linalg import LinAlgError +LOGGER = logging.getLogger(__name__) + class MpcTrajOpt(object): def __init__(self, M): @@ -18,12 +21,9 @@ def update(self, prev_mpc, X_t, traj_distr, traj_info, cur_t): dX = traj_distr.dX dU = traj_distr.dU - #X = sample.get_X() - #U = sample.get_U() - # Make a copy trajinfo = deepcopy(traj_info) - trajinfo.x0mu = X_t#X[cur_t] + trajinfo.x0mu = X_t trajinfo.x0sigma = 1e-6*np.eye(dX) if cur_t+self.M > self.T: @@ -186,36 +186,34 @@ def backward(self, new_traj_distr, traj_info, x0, mu, sigma, cur_t): break # Store conditional covariance, inverse, and Cholesky. - new_traj_distr.inv_pol_covar[t_traj, :, :] = Qtt[idx_u, idx_u] - new_traj_distr.pol_covar[t_traj, :, :] = sp.linalg.solve_triangular( + new_traj_distr.inv_pol_covar[t, :, :] = Qtt[idx_u, idx_u] + new_traj_distr.pol_covar[t, :, :] = sp.linalg.solve_triangular( U, sp.linalg.solve_triangular(L, np.eye(dU), lower=True) ) - new_traj_distr.chol_pol_covar[t_traj, :, :] = sp.linalg.cholesky( - new_traj_distr.pol_covar[t_traj, :, :] + new_traj_distr.chol_pol_covar[t, :, :] = sp.linalg.cholesky( + new_traj_distr.pol_covar[t, :, :] ) # Compute mean terms. - new_traj_distr.k[t_traj, :] = -sp.linalg.solve_triangular( + new_traj_distr.k[t, :] = -sp.linalg.solve_triangular( U, sp.linalg.solve_triangular(L, Qt[idx_u], lower=True) ) - new_traj_distr.K[t_traj, :, :] = -sp.linalg.solve_triangular( + new_traj_distr.K[t, :, :] = -sp.linalg.solve_triangular( U, sp.linalg.solve_triangular(L, Qtt[idx_u, idx_x], lower=True) ) # Compute value function. Vxx[t, :, :] = Qtt[idx_x, idx_x] + \ - Qtt[idx_x, idx_u].dot(new_traj_distr.K[t_traj, :, :]) - Vx[t, :] = Qt[idx_x] + Qtt[idx_x, idx_u].dot(new_traj_distr.k[t_traj, :]) + Qtt[idx_x, idx_u].dot(new_traj_distr.K[t, :, :]) + Vx[t, :] = Qt[idx_x] + Qtt[idx_x, idx_u].dot(new_traj_distr.k[t, :]) Vxx[t, :, :] = 0.5 * (Vxx[t, :, :] + Vxx[t, :, :].T) # Increment eta on non-SPD Q-function. if fail: - #""" old_eta = eta eta = eta0 + del_ - #LOGGER.debug('Increasing eta: %f -> %f', old_eta, eta) - print 'Increasing eta: %f -> %f' % (old_eta, eta) + LOGGER.debug('Increasing eta: %f -> %f', old_eta, eta) del_ *= 2 # Increase del_ exponentially on failure. if eta >= 1e16: if np.any(np.isnan(Fm)) or np.any(np.isnan(fv)): @@ -223,7 +221,6 @@ def backward(self, new_traj_distr, traj_info, x0, mu, sigma, cur_t): raise ValueError('Failed to find PD solution even for very \ large eta (check that dynamics and cost are \ reasonably well conditioned)!') - #""" return new_traj_distr def compute_costs(self, x0, mu, sigma, dX, dU): diff --git a/python/gps/gps_main.py b/python/gps/gps_main.py index d3a0ea883..076d42d64 100755 --- a/python/gps/gps_main.py +++ b/python/gps/gps_main.py @@ -19,6 +19,9 @@ from gps.utility.data_logger import DataLogger from gps.sample.sample_list import SampleList +from gps.sample.sample import Sample +from math import ceil + class GPSMain(object): """ Main class to run algorithms and experiments. """ @@ -49,6 +52,13 @@ def __init__(self, config, quit_on_end=False): config['algorithm']['agent'] = self.agent self.algorithm = config['algorithm']['type'](config['algorithm']) + + self.use_mpc = False + if config['common']['use_mpc']: + self.use_mpc = True + config['agent']['T'] = config['agent']['M'] + self.mpc_agent = config['agent']['type'](config['agent']) + def run(self, itr_load=None): """ @@ -179,10 +189,8 @@ def _take_sample(self, itr, cond, i): 'Sampling: iteration %d, condition %d, sample %d.' % (itr, cond, i) ) - self.agent.sample( - pol, cond, - verbose=(i < self._hyperparams['verbose_trials']) - ) + + self._roll_out(pol, itr, cond, i) if self.gui.mode == 'request' and self.gui.request == 'fail': redo = True @@ -190,12 +198,56 @@ def _take_sample(self, itr, cond, i): self.agent.delete_last_sample(cond) else: redo = False + else: + self._roll_out(pol, itr, cond, i) + + def _roll_out(self, pol, itr, cond, i): + if self.use_mpc and itr > 0: + T = self.agent.T + M = self.mpc_agent.T + N = int(ceil(T/(M-1.))) + X_t = self.agent.x0[cond] + + for n in range(N): + # Note: M-1 because action[M] = [0,0]. + t_traj = n*(M-1) + reset = True if(n == 0) else False + + self.algorithm.cur[cond].mpc.update( + self.algorithm.cur[cond].mpc_pol, X_t, pol, + self.algorithm.cur[cond].traj_info, t_traj + ) + new_sample = self.mpc_agent.sample( + self.algorithm.cur[cond].mpc_pol, cond, + reset=reset, noisy=True, + verbose=(i < self._hyperparams['verbose_trials']) + ) + X_t = new_sample.get_X(t=M-1) + + """ + Merge sample for optimize offline trajectory distribution + """ + full_sample = Sample(self.agent) + sample_lists = self.mpc_agent.get_samples(cond) + keys = sample_lists[0]._data.keys() + t = 0 + for sample in sample_lists: + for m in range(sample.T-1): + for sensor in keys: + full_sample.set(sensor, sample.get(sensor, m), t) + t = t+1 + if t+1 > T: + break + + self.agent._samples[cond].append(full_sample) + # Clear agent samples. + self.mpc_agent.clear_samples() else: self.agent.sample( pol, cond, verbose=(i < self._hyperparams['verbose_trials']) ) - + def _take_iteration(self, itr, sample_lists): """ Take an iteration of the algorithm. diff --git a/python/tests/test_box2d/test_box2d.py b/python/tests/test_box2d/test_box2d.py index 38d39dadd..939c2cc05 100644 --- a/python/tests/test_box2d/test_box2d.py +++ b/python/tests/test_box2d/test_box2d.py @@ -26,7 +26,9 @@ from gps.algorithm.cost.cost_utils import evalhinglel2loss, evall1l2term, evallogl2term from scipy.stats import multivariate_normal from numpy.linalg import LinAlgError -from mpc_traj_opt import MpcTrajOpt +from gps.algorithm.traj_opt.mpc_traj_opt import MpcTrajOpt +from gps.algorithm.policy.lin_gauss_init import init_pd +from math import ceil import scipy as sp import time @@ -201,8 +203,6 @@ def runTest(itr_load): agent_hyperparams = deepcopy(AGENT) agent_hyperparams.update(config['agent']) - agent_hyperparams['render'] = True - agent = config['agent']['type'](agent_hyperparams) x0 = agent_hyperparams["x0"] T = agent_hyperparams['T'] @@ -213,14 +213,66 @@ def runTest(itr_load): traj_info.x0mu = x0 traj_info.x0sigma = np.zeros([dX, dX]) - # Sample using offline trajectory distribution. - agent.sample(pol, 0) - - # Setup for MPC - M = 4 # Short Horizon + # Setup for MPC policy + M = agent_hyperparams['M'] # Short Horizon mpc = MpcTrajOpt(M) - mpc_pol = pol.nans_like() + mpc_params = { + 'type': init_pd, + 'init_var': 5.0, + 'pos_gains': 0.0, + 'dQ': 2, + 'dt': agent_hyperparams['dt'], + 'T': M, + 'x0': x0, + 'dX': dX, + 'dU': dU + } + mpc_pol = init_pd(mpc_params) + + agent_hyperparams['render'] = True + agent = config['agent']['type'](agent_hyperparams) + + agent_hyperparams['T'] = agent_hyperparams['M'] + mpc_agent = config['agent']['type'](agent_hyperparams) + + # Sample using online MPC trajectory distribution. + X_t = x0 + N = int(ceil(T/(M-1.))) + for n in range(N): + # Note: M-1 because action[M] = [0,0]. + t_traj = n*(M-1) + reset = True if(n == 0) else False + mpc.update(mpc_pol, X_t, pol, traj_info, t_traj) + new_sample = mpc_agent.sample(mpc_pol, 0, reset=reset, noisy=False) + X_t = new_sample.get_X(t=M-1) + + """ + Merge sample for optimize offline trajectory distribution + """ + full_sample = Sample(agent) + sample_lists = mpc_agent.get_samples(0) + + keys = sample_lists[0]._data.keys() + t = 0 + for sample in sample_lists: + for m in range(sample.T-1): + for sensor in keys: + full_sample.set(sensor, sample.get(sensor, m), t) + t = t+1 + if t+1 > T: break + + print full_sample.get_X() + + # TODO: Save sample here + + """ + agent_hyperparams = deepcopy(AGENT) + agent_hyperparams.update(config['agent']) + agent_hyperparams['render'] = True + agent_hyperparams['T'] = 100 + agent = config['agent']['type'](agent_hyperparams) + poseArray = [] agent._worlds[0].run() agent._worlds[0].reset_world() @@ -228,25 +280,27 @@ def runTest(itr_load): sample = agent._init_sample(b2d_X) U = np.zeros([T, dU]) - noise = generate_noise(T, dU, agent_hyperparams) + noise = generate_noise(5, dU, agent_hyperparams) #noise = np.zeros((T, dU)) + print noise + raw_input("33ff") for t in range(T): X_t = sample.get_X(t=t) obs_t = sample.get_obs(t=t) # Note: M-1 because action[M] = [0,0]. - if t % (M-1) == 0: - """ - Find out MPC using sample from offline trajectory distribtion. - """ + t_mpc = t % (M-1) + if t_mpc == 0: + # Find out MPC using sample from offline trajectory distribtion. mpc_pol, mu, sigma = mpc.update(mpc_pol, X_t, pol, traj_info, t) for ti in range(M-1): agent._worlds[0].drawPose(poseArray, mu[ti,:2]) agent._worlds[0].run_next(np.zeros(dU)) - U[t, :] = mpc_pol.act(X_t, obs_t, t, noise[t, :]) + U[t, :] = mpc_pol.act(X_t, obs_t, t_mpc, noise[t, :]) if (t+1) < T: + print t, X_t, U[t, :] for _ in range(agent_hyperparams['substeps']): agent._worlds[0].run_next(U[t, :]) b2d_X = agent._worlds[0].get_state() @@ -254,7 +308,7 @@ def runTest(itr_load): sample.set(ACTION, U) agent._worlds[0].clearPose(poseArray) - + """ def main(): print 'running box2d' From 6e890463af395e42662f6bf609dfeb79a1d82910 Mon Sep 17 00:00:00 2001 From: Tai Hoang Date: Fri, 13 Jan 2017 22:27:00 +0700 Subject: [PATCH 08/44] Small fix: Added check for using mpc in algorithm.py --- python/gps/algorithm/algorithm.py | 24 ++++++++++++------------ 1 file changed, 12 insertions(+), 12 deletions(-) diff --git a/python/gps/algorithm/algorithm.py b/python/gps/algorithm/algorithm.py index 41dd7beb4..2f1b37d73 100755 --- a/python/gps/algorithm/algorithm.py +++ b/python/gps/algorithm/algorithm.py @@ -53,12 +53,12 @@ def __init__(self, hyperparams): if self._hyperparams['fit_dynamics']: dynamics = self._hyperparams['dynamics'] - #if self._hyperparams['use_mpc']: - self.T_mpc = 4#agent.M # Short Horizon - init_mpc = config['init_mpc'] - init_mpc['x0'] = agent.x0 - init_mpc['dX'] = agent.dX - init_mpc['dU'] = agent.dU + if self._hyperparams['use_mpc']: + init_mpc = config['init_mpc'] + init_mpc['x0'] = agent.x0 + init_mpc['dX'] = agent.dX + init_mpc['dU'] = agent.dU + self.T_mpc = init_mpc['T'] for m in range(self.M): self.cur[m].traj_info = TrajectoryInfo() @@ -69,12 +69,12 @@ def __init__(self, hyperparams): ) self.cur[m].traj_distr = init_traj_distr['type'](init_traj_distr) - #if self._hyperparams['use_mpc']: - init_mpc = extract_condition( - self._hyperparams['init_mpc'], self._cond_idx[m] - ) - self.cur[m].mpc = MpcTrajOpt(self.T_mpc) - self.cur[m].mpc_pol = config['init_mpc']['type'](init_mpc) + if self._hyperparams['use_mpc']: + init_mpc = extract_condition( + self._hyperparams['init_mpc'], self._cond_idx[m] + ) + self.cur[m].mpc = MpcTrajOpt(self.T_mpc) + self.cur[m].mpc_pol = config['init_mpc']['type'](init_mpc) self.traj_opt = hyperparams['traj_opt']['type']( hyperparams['traj_opt'] From cf87743d951e3b8e9c3113dbd1259a97f46f4a22 Mon Sep 17 00:00:00 2001 From: Tai Hoang Date: Sat, 14 Jan 2017 11:53:11 +0700 Subject: [PATCH 09/44] Train update MPC use previous sample to evaluate cost. --- python/gps/algorithm/traj_opt/mpc_traj_opt.py | 8 +++++++- python/gps/gps_main.py | 14 +++++++++++--- 2 files changed, 18 insertions(+), 4 deletions(-) diff --git a/python/gps/algorithm/traj_opt/mpc_traj_opt.py b/python/gps/algorithm/traj_opt/mpc_traj_opt.py index 9f8803bf8..4620aa1b5 100644 --- a/python/gps/algorithm/traj_opt/mpc_traj_opt.py +++ b/python/gps/algorithm/traj_opt/mpc_traj_opt.py @@ -16,7 +16,7 @@ class MpcTrajOpt(object): def __init__(self, M): self.M = M - def update(self, prev_mpc, X_t, traj_distr, traj_info, cur_t): + def update(self, prev_mpc, X_t, sample, traj_distr, traj_info, cur_t): self.T = traj_distr.T dX = traj_distr.dX dU = traj_distr.dU @@ -26,10 +26,16 @@ def update(self, prev_mpc, X_t, traj_distr, traj_info, cur_t): trajinfo.x0mu = X_t trajinfo.x0sigma = 1e-6*np.eye(dX) + """ if cur_t+self.M > self.T: X_rep = np.tile(X_t, (self.T-cur_t,1)) else: X_rep = np.tile(X_t, (self.M,1)) + """ + if cur_t+self.M > self.T: + X_rep = sample[cur_t:] + else: + X_rep = sample[cur_t:cur_t+self.M] mu, sigma = self.forward(traj_distr, trajinfo, cur_t) new_mpc = self.backward(prev_mpc, trajinfo, X_rep, mu, sigma, cur_t) diff --git a/python/gps/gps_main.py b/python/gps/gps_main.py index 076d42d64..0fff6d39f 100755 --- a/python/gps/gps_main.py +++ b/python/gps/gps_main.py @@ -58,6 +58,8 @@ def __init__(self, config, quit_on_end=False): self.use_mpc = True config['agent']['T'] = config['agent']['M'] self.mpc_agent = config['agent']['type'](config['agent']) + # Useful for MPC Update + self.prev_sample = [[i for i in range(config['num_samples'])] for _ in range(config['agent']['conditions'])] def run(self, itr_load=None): @@ -206,7 +208,7 @@ def _roll_out(self, pol, itr, cond, i): T = self.agent.T M = self.mpc_agent.T N = int(ceil(T/(M-1.))) - X_t = self.agent.x0[cond] + X_t = self.agent.x0[cond] for n in range(N): # Note: M-1 because action[M] = [0,0]. @@ -214,7 +216,8 @@ def _roll_out(self, pol, itr, cond, i): reset = True if(n == 0) else False self.algorithm.cur[cond].mpc.update( - self.algorithm.cur[cond].mpc_pol, X_t, pol, + self.algorithm.cur[cond].mpc_pol, X_t, + self.prev_sample[cond][i], pol, self.algorithm.cur[cond].traj_info, t_traj ) new_sample = self.mpc_agent.sample( @@ -238,7 +241,7 @@ def _roll_out(self, pol, itr, cond, i): t = t+1 if t+1 > T: break - + self.agent._samples[cond].append(full_sample) # Clear agent samples. self.mpc_agent.clear_samples() @@ -247,6 +250,11 @@ def _roll_out(self, pol, itr, cond, i): pol, cond, verbose=(i < self._hyperparams['verbose_trials']) ) + + if self.use_mpc: + # Store sample to evaluate cost for next MPC update iteration + self.prev_sample[cond][i] = self.agent._samples[cond][i].get_X() + def _take_iteration(self, itr, sample_lists): """ From 710b3f643d008676506857a7b9f748fbd621896d Mon Sep 17 00:00:00 2001 From: Tai Hoang Date: Fri, 27 Jan 2017 17:07:14 +0700 Subject: [PATCH 10/44] Fix pointmass return nan of closest point of obstacle, this make nan cost --- python/gps/agent/box2d/point_mass_world.py | 11 +++++++++-- 1 file changed, 9 insertions(+), 2 deletions(-) diff --git a/python/gps/agent/box2d/point_mass_world.py b/python/gps/agent/box2d/point_mass_world.py index cd6fb97b5..b4684781a 100644 --- a/python/gps/agent/box2d/point_mass_world.py +++ b/python/gps/agent/box2d/point_mass_world.py @@ -61,9 +61,10 @@ def __init__(self, x0, target, render): xf2*(0, .5)])], ) + self.obstacle_post = np.array([0, 10]) self.obstacle_shape = [b2.b2PolygonShape(box=(3,1))] self.obstacle = self.world.CreateStaticBody( - position=np.array([0, 10]), + position=self.obstacle_post, angle=self.initial_angle, shapes=self.obstacle_shape ) @@ -111,6 +112,12 @@ def reset_world(self): self.body.angle = self.initial_angle self.body.angularVelocity = self.initial_angular_velocity self.body.linearVelocity = self.initial_linear_velocity + # Reset obstacle also + self.obstacle = self.world.CreateStaticBody( + position=self.obstacle_post, + angle=self.initial_angle, + shapes=self.obstacle_shape + ) def get_nearest_dist_obs(self): distanceInput = b2.b2DistanceInput(); @@ -122,7 +129,7 @@ def get_nearest_dist_obs(self): distanceInput.useRadii = True distanceOutput = b2.b2Distance(distanceInput) - + """ # euclidian_dist == distanceOutput.distance euclidian_dist = np.sqrt((self.body.position[0] - distanceOutput.pointB[0]) ** 2 + \ From 00f7d737515fc5343a2b7cdceb8348187f2d69a1 Mon Sep 17 00:00:00 2001 From: Tai Hoang Date: Sat, 28 Jan 2017 16:32:52 +0700 Subject: [PATCH 11/44] It work for both Arm and Pointmass by solving MPC unconstrained problem. --- experiments/box2d_arm_example/hyperparams.py | 17 +++ .../box2d_pointmass_example/hyperparams.py | 8 +- python/gps/algorithm/algorithm.py | 16 -- python/gps/algorithm/algorithm_utils.py | 2 - python/gps/algorithm/traj_opt/mpc_traj_opt.py | 137 +++++++++++++----- python/gps/gps_main.py | 36 +++-- 6 files changed, 145 insertions(+), 71 deletions(-) diff --git a/experiments/box2d_arm_example/hyperparams.py b/experiments/box2d_arm_example/hyperparams.py index 3d61b01d1..787f76ffd 100644 --- a/experiments/box2d_arm_example/hyperparams.py +++ b/experiments/box2d_arm_example/hyperparams.py @@ -37,6 +37,7 @@ 'data_files_dir': EXP_DIR + 'data_files/', 'log_filename': EXP_DIR + 'log.txt', 'conditions': 1, + 'use_mpc': True, } if not os.path.exists(common['data_files_dir']): @@ -55,14 +56,20 @@ 'pos_body_idx': np.array([]), 'pos_body_offset': np.array([]), 'T': 100, + 'use_mpc': common['use_mpc'], + 'M': 5, 'sensor_dims': SENSOR_DIMS, 'state_include': [JOINT_ANGLES, JOINT_VELOCITIES, END_EFFECTOR_POINTS], 'obs_include': [], } +#if common['use_mpc']: +# agent['smooth_noise_var'] = 0.3 + algorithm = { 'type': AlgorithmTrajOpt, 'conditions': common['conditions'], + 'use_mpc': common['use_mpc'], } algorithm['init_traj_distr'] = { @@ -75,6 +82,16 @@ 'T': agent['T'], } +algorithm['init_mpc'] = { + 'type': init_lqr, + 'init_gains': np.zeros(SENSOR_DIMS[ACTION]), + 'init_acc': np.zeros(SENSOR_DIMS[ACTION]), + 'init_var': 0.1, + 'stiffness': 0.01, + 'dt': agent['dt'], + 'T': agent['M'], +} + action_cost = { 'type': CostAction, 'wu': np.array([1, 1]) diff --git a/experiments/box2d_pointmass_example/hyperparams.py b/experiments/box2d_pointmass_example/hyperparams.py index 4c59e98f4..183ba558b 100644 --- a/experiments/box2d_pointmass_example/hyperparams.py +++ b/experiments/box2d_pointmass_example/hyperparams.py @@ -57,13 +57,15 @@ 'pos_body_offset': np.array([]), 'T': 100, 'use_mpc': common['use_mpc'], - 'M': 4, + 'M': 5, 'sensor_dims': SENSOR_DIMS, 'state_include': [END_EFFECTOR_POINTS, END_EFFECTOR_POINT_VELOCITIES], 'obs_include': [], - 'smooth_noise_var': 0.3 # 2.0 } +#if common['use_mpc']: +# agent['smooth_noise_var'] = 1.0 + algorithm = { 'type': AlgorithmTrajOpt, 'conditions': common['conditions'], @@ -138,7 +140,7 @@ algorithm['policy_opt'] = {} config = { - 'iterations': 20, + 'iterations': 15, 'num_samples': 5, 'common': common, 'verbose_trials': 0, diff --git a/python/gps/algorithm/algorithm.py b/python/gps/algorithm/algorithm.py index 2f1b37d73..7e2fc5a4e 100755 --- a/python/gps/algorithm/algorithm.py +++ b/python/gps/algorithm/algorithm.py @@ -52,13 +52,6 @@ def __init__(self, hyperparams): if self._hyperparams['fit_dynamics']: dynamics = self._hyperparams['dynamics'] - - if self._hyperparams['use_mpc']: - init_mpc = config['init_mpc'] - init_mpc['x0'] = agent.x0 - init_mpc['dX'] = agent.dX - init_mpc['dU'] = agent.dU - self.T_mpc = init_mpc['T'] for m in range(self.M): self.cur[m].traj_info = TrajectoryInfo() @@ -68,13 +61,6 @@ def __init__(self, hyperparams): self._hyperparams['init_traj_distr'], self._cond_idx[m] ) self.cur[m].traj_distr = init_traj_distr['type'](init_traj_distr) - - if self._hyperparams['use_mpc']: - init_mpc = extract_condition( - self._hyperparams['init_mpc'], self._cond_idx[m] - ) - self.cur[m].mpc = MpcTrajOpt(self.T_mpc) - self.cur[m].mpc_pol = config['init_mpc']['type'](init_mpc) self.traj_opt = hyperparams['traj_opt']['type']( hyperparams['traj_opt'] @@ -203,8 +189,6 @@ def _advance_iteration_variables(self): self.cur[m].step_mult = self.prev[m].step_mult self.cur[m].eta = self.prev[m].eta self.cur[m].traj_distr = self.new_traj_distr[m] - self.cur[m].mpc = copy.deepcopy(self.prev[m].mpc) - self.cur[m].mpc_pol = copy.deepcopy(self.prev[m].mpc_pol) delattr(self, 'new_traj_distr') def _set_new_mult(self, predicted_impr, actual_impr, m): diff --git a/python/gps/algorithm/algorithm_utils.py b/python/gps/algorithm/algorithm_utils.py index e1c0382cc..fa3d46561 100644 --- a/python/gps/algorithm/algorithm_utils.py +++ b/python/gps/algorithm/algorithm_utils.py @@ -17,8 +17,6 @@ def __init__(self): 'cs': None, # Sample costs of the current iteration. 'step_mult': 1.0, # KL step multiplier for the current iteration. 'eta': 1.0, # Dual variable used in LQR backward pass. - 'mpc': None, - 'mpc_pol': None, } BundleType.__init__(self, variables) diff --git a/python/gps/algorithm/traj_opt/mpc_traj_opt.py b/python/gps/algorithm/traj_opt/mpc_traj_opt.py index 4620aa1b5..423e64b7e 100644 --- a/python/gps/algorithm/traj_opt/mpc_traj_opt.py +++ b/python/gps/algorithm/traj_opt/mpc_traj_opt.py @@ -8,15 +8,45 @@ from math import ceil from scipy.stats import multivariate_normal from numpy.linalg import LinAlgError +from gps.algorithm.config import ALG +from gps.utility.general_utils import extract_condition LOGGER = logging.getLogger(__name__) class MpcTrajOpt(object): - def __init__(self, M): - self.M = M + def __init__(self, hyperparams, cond): + config = deepcopy(ALG) + config.update(hyperparams) + self._hyperparams = config - def update(self, prev_mpc, X_t, sample, traj_distr, traj_info, cur_t): + agent = self._hyperparams['agent'] + self.T = self._hyperparams['T'] = agent.T + self.M = self._hyperparams['M'] = config['init_mpc']['T'] + self.dU = self._hyperparams['dU'] = agent.dU + self.dX = self._hyperparams['dX'] = agent.dX + del self._hyperparams['agent'] # Don't want to pickle this + + self.N = int(ceil(self.T/(self.M-1.))) + + # It will update wwith different X_t in update function + # Note that is different from M in last n-th MPC + self.T_mpc = self.M + + # Setup policy + init_mpc = config['init_mpc'] + init_mpc['x0'] = agent.x0 + init_mpc['dX'] = agent.dX + init_mpc['dU'] = agent.dU + + self.mpc_pol = [] + for n in range(self.N): + init_mpc = extract_condition( + config['init_mpc'], cond + ) + self.mpc_pol.append(init_mpc['type'](init_mpc)) + + def update(self, n, X_t, prior, traj_distr, traj_info, cur_t): self.T = traj_distr.T dX = traj_distr.dX dU = traj_distr.dU @@ -26,20 +56,21 @@ def update(self, prev_mpc, X_t, sample, traj_distr, traj_info, cur_t): trajinfo.x0mu = X_t trajinfo.x0sigma = 1e-6*np.eye(dX) - """ if cur_t+self.M > self.T: - X_rep = np.tile(X_t, (self.T-cur_t,1)) + X_ref = prior[cur_t:,:dX] else: - X_rep = np.tile(X_t, (self.M,1)) - """ - if cur_t+self.M > self.T: - X_rep = sample[cur_t:] - else: - X_rep = sample[cur_t:cur_t+self.M] + X_ref = prior[cur_t:cur_t+self.M,:dX] + + # Reset T_mpc + self.T_mpc = X_ref.shape[0] mu, sigma = self.forward(traj_distr, trajinfo, cur_t) - new_mpc = self.backward(prev_mpc, trajinfo, X_rep, mu, sigma, cur_t) - return new_mpc, mu, sigma + new_mpc = self.backward(self.mpc_pol[n], traj_distr, trajinfo, X_ref, mu, sigma, cur_t) + + # Store mpc + self.mpc_pol[n] = new_mpc + + return new_mpc def forward(self, traj_distr, traj_info, cur_t): """ @@ -101,26 +132,29 @@ def forward(self, traj_distr, traj_info, cur_t): mu[t+1, idx_x] = Fm[t_traj, :, :].dot(mu[t, :]) + fv[t_traj, :] return mu, sigma - def backward(self, new_traj_distr, traj_info, x0, mu, sigma, cur_t): + def backward(self, prev_mpc_traj_distr, traj_distr, traj_info, x0, mu, sigma, cur_t): """ Perform LQR backward pass. This computes a new linear Gaussian policy object. Args: - prev_traj_distr: A linear Gaussian policy object from + prev_mpc_traj_distr: previous MPC + traj_distr: A linear Gaussian policy object from previous iteration. traj_info: A TrajectoryInfo object. - eta: Dual variable. - algorithm: Algorithm object needed to compute costs. - m: Condition number. + x0: State independent from action generate by forward + pass from offline trajectory distribution. + mu, sigma: Parameter of forward pass independent from + action, start from current real state. + cur_t: current time of agent Returns: - traj_distr: A new linear Gaussian policy. - new_eta: The updated dual variable. Updates happen if the - Q-function is not PD. + traj_distr: A new MPC linear Gaussian policy. """ # Constants. - T = x0.shape[0] - dU = new_traj_distr.dU - dX = new_traj_distr.dX + T = self.T_mpc + dU = prev_mpc_traj_distr.dU + dX = prev_mpc_traj_distr.dX + + mpc_traj_distr = prev_mpc_traj_distr.nans_like() """ # TODO: Check BADMM need this? @@ -138,7 +172,7 @@ def backward(self, new_traj_distr, traj_info, x0, mu, sigma, cur_t): # Non-SPD correction terms. eta = 0 - del_ = 1e-4#self._hyperparams['del0'] + del_ = 1e-4 eta0 = eta # Run dynamic programming. @@ -150,7 +184,7 @@ def backward(self, new_traj_distr, traj_info, x0, mu, sigma, cur_t): Vxx = np.zeros((T, dX, dX)) Vx = np.zeros((T, dX)) - fCm, fcv = self.compute_costs(x0, mu, sigma, dX, dU) + fCm, fcv = self.compute_costs(traj_distr, x0, mu, sigma, cur_t) # Compute state-action-state function at each time step. for t in range(T - 1, -1, -1): @@ -177,6 +211,8 @@ def backward(self, new_traj_distr, traj_info, x0, mu, sigma, cur_t): # Symmetrize quadratic component. Qtt = 0.5 * (Qtt + Qtt.T) + + # Regularization to make sure Quu is PD Qtt[idx_u, idx_u] += eta*np.eye(dU) # Compute Cholesky decomposition of Q function action @@ -192,27 +228,27 @@ def backward(self, new_traj_distr, traj_info, x0, mu, sigma, cur_t): break # Store conditional covariance, inverse, and Cholesky. - new_traj_distr.inv_pol_covar[t, :, :] = Qtt[idx_u, idx_u] - new_traj_distr.pol_covar[t, :, :] = sp.linalg.solve_triangular( + mpc_traj_distr.inv_pol_covar[t, :, :] = Qtt[idx_u, idx_u] + mpc_traj_distr.pol_covar[t, :, :] = sp.linalg.solve_triangular( U, sp.linalg.solve_triangular(L, np.eye(dU), lower=True) ) - new_traj_distr.chol_pol_covar[t, :, :] = sp.linalg.cholesky( - new_traj_distr.pol_covar[t, :, :] + mpc_traj_distr.chol_pol_covar[t, :, :] = sp.linalg.cholesky( + mpc_traj_distr.pol_covar[t, :, :] ) # Compute mean terms. - new_traj_distr.k[t, :] = -sp.linalg.solve_triangular( + mpc_traj_distr.k[t, :] = -sp.linalg.solve_triangular( U, sp.linalg.solve_triangular(L, Qt[idx_u], lower=True) ) - new_traj_distr.K[t, :, :] = -sp.linalg.solve_triangular( + mpc_traj_distr.K[t, :, :] = -sp.linalg.solve_triangular( U, sp.linalg.solve_triangular(L, Qtt[idx_u, idx_x], lower=True) ) # Compute value function. Vxx[t, :, :] = Qtt[idx_x, idx_x] + \ - Qtt[idx_x, idx_u].dot(new_traj_distr.K[t, :, :]) - Vx[t, :] = Qt[idx_x] + Qtt[idx_x, idx_u].dot(new_traj_distr.k[t, :]) + Qtt[idx_x, idx_u].dot(mpc_traj_distr.K[t, :, :]) + Vx[t, :] = Qt[idx_x] + Qtt[idx_x, idx_u].dot(mpc_traj_distr.k[t, :]) Vxx[t, :, :] = 0.5 * (Vxx[t, :, :] + Vxx[t, :, :].T) # Increment eta on non-SPD Q-function. @@ -227,10 +263,13 @@ def backward(self, new_traj_distr, traj_info, x0, mu, sigma, cur_t): raise ValueError('Failed to find PD solution even for very \ large eta (check that dynamics and cost are \ reasonably well conditioned)!') - return new_traj_distr + return mpc_traj_distr - def compute_costs(self, x0, mu, sigma, dX, dU): - T = x0.shape[0] + def _eval_cost(self, x0, mu, sigma): + T = self.T_mpc + dX = self.dX + dU = self.dU + fCm = np.zeros([T, dX+dU, dX+dU]) fcv = np.zeros([T, dX+dU]) @@ -252,4 +291,28 @@ def compute_costs(self, x0, mu, sigma, dX, dU): cv_update = np.sum(fCm[:,idx_x,idx_x] * rdiff_expand, axis=1) fcv[:,idx_x] += cv_update + return fCm, fcv + + def compute_costs(self, traj_distr, x0, mu, sigma, cur_t): + T = self.T_mpc + fCm, fcv = self._eval_cost(x0, mu, sigma) + + K, ipc, k = traj_distr.K, traj_distr.inv_pol_covar, traj_distr.k + # Add in the trajectory divergence term. + for t in range(T - 1, -1, -1): + t_traj = cur_t+t + fCm[t, :, :] += np.vstack([ + np.hstack([ + K[t_traj, :, :].T.dot(ipc[t_traj, :, :]).dot(K[t_traj, :, :]), + -K[t_traj, :, :].T.dot(ipc[t_traj, :, :]) + ]), + np.hstack([ + -ipc[t_traj, :, :].dot(K[t_traj, :, :]), ipc[t_traj, :, :] + ]) + ]) + fcv[t, :] += np.hstack([ + K[t_traj, :, :].T.dot(ipc[t_traj, :, :]).dot(k[t_traj, :]), + -ipc[t_traj, :, :].dot(k[t_traj, :]) + ]) + return fCm, fcv \ No newline at end of file diff --git a/python/gps/gps_main.py b/python/gps/gps_main.py index 0fff6d39f..8a976f25f 100755 --- a/python/gps/gps_main.py +++ b/python/gps/gps_main.py @@ -18,9 +18,11 @@ from gps.gui.gps_training_gui import GPSTrainingGUI from gps.utility.data_logger import DataLogger from gps.sample.sample_list import SampleList - +from gps.algorithm.traj_opt.mpc_traj_opt import MpcTrajOpt from gps.sample.sample import Sample from math import ceil +import numpy as np +from copy import deepcopy class GPSMain(object): @@ -58,9 +60,16 @@ def __init__(self, config, quit_on_end=False): self.use_mpc = True config['agent']['T'] = config['agent']['M'] self.mpc_agent = config['agent']['type'](config['agent']) - # Useful for MPC Update - self.prev_sample = [[i for i in range(config['num_samples'])] for _ in range(config['agent']['conditions'])] + # Algorithm __init__ deleted it + config['algorithm']['agent'] = self.agent + + self.mpc = [] + for m in range(self.algorithm.M): + self.mpc.append([]) + + for i in range(config['num_samples']): + self.mpc[m].append(MpcTrajOpt(config['algorithm'], m)) def run(self, itr_load=None): """ @@ -208,20 +217,26 @@ def _roll_out(self, pol, itr, cond, i): T = self.agent.T M = self.mpc_agent.T N = int(ceil(T/(M-1.))) - X_t = self.agent.x0[cond] + X_t = self.agent.x0[cond] + + # Only forward pass one time per cond, + # because this same for all sample + if i == 0: + # Note: At this time algorithm.prev = algorithm.cur, + # and prev.traj_info already have x0mu, x0sigma. + self.off_prior, _ = self.algorithm.traj_opt.forward(pol, self.algorithm.prev[cond].traj_info) for n in range(N): # Note: M-1 because action[M] = [0,0]. t_traj = n*(M-1) reset = True if(n == 0) else False - self.algorithm.cur[cond].mpc.update( - self.algorithm.cur[cond].mpc_pol, X_t, - self.prev_sample[cond][i], pol, + mpc_pol = self.mpc[cond][i].update( + n, X_t, self.off_prior, pol, self.algorithm.cur[cond].traj_info, t_traj ) new_sample = self.mpc_agent.sample( - self.algorithm.cur[cond].mpc_pol, cond, + mpc_pol, cond, reset=reset, noisy=True, verbose=(i < self._hyperparams['verbose_trials']) ) @@ -250,11 +265,6 @@ def _roll_out(self, pol, itr, cond, i): pol, cond, verbose=(i < 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For full documentation, see [rll.berkeley.edu/gps](http://rll.berkeley.edu/gps). 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z+sahP7fAS!oF_C&CkOTvT_8S-f?yg~|=?MRqNg3=3EP|_)>J1prTMbzf_zbWB^w54N%|4S6-v>>R7Lm&W)CU_u#v~84m%qj;f z$jIAj!uT?{Xp&6}pD%+!kt`>b3AAib3ab%XUFa|A zvtieOuZ0)*hf?&}bzux3c>wazvIUSE%79|k1^JSG5-7%Lh^%rDS)d~bY?wqu#x$UR zfP^e3lc9YXR$b6%(kFu6<1G(%IjIQcnzCSEM_TqP6VvE`ibgqPtFRx&g7G1wp~*2o zD3MBuxCzyTnLoQODo558(cr?^I*ICP`4=b$Pjh9rCxTLBJSmdG_BO#QaEMZrG)eSL zh7PP~!1$;fIo67#zyw0(Vm`zh?Dk-b7xa(a4`>gRji8yLAmS!`34)Qlg7&oZ9<*6T z$Ow|5C>c3M0ev*7FW`28Kz4r-3?1yzJZe0$MLeu(a2Z{ z9m1+Xl!LlbbOeS?3oRk}N5c?`PHJhELok$t$%cvXkwF%WhEqNSUf9gyll%i1jZS@O z)I~fHk^Tjh)4~fpMHhK%)P)Q!2op(|045Pyw7^u2&@~B!VT65vuLrkF=oKg*B_w17 zc(vwW2!?hDNczx5t0qheK_(eX0Srb9q8uEPB;sNA27dVoT2_{XLXW<8{@Lp-3rQx4|j zL|w6j^mVZLE07W80ETAtthxvWVTcw?M2u0W97Xs81OrXbstZc41(OoJ`v%S5pg2G#N_-9!SD%cHqBaddngA!f=x46 zFRatCdBul;2T-%Y-OGYq45%C}L zYeFp^fTUS=2F_q%F N0-YW`tVh}C{11mI={f)a literal 0 HcmV?d00001 From f6df92f42288c1da3df1e9d06a27e859aaae3b46 Mon Sep 17 00:00:00 2001 From: Tai Hoang Date: Thu, 16 Feb 2017 19:40:06 +0700 Subject: [PATCH 17/44] Seperate Pointmass non-obstacle and obstacle world --- .../box2d_pointmass_example/hyperparams.py | 17 +- .../hyperparams.py | 153 ++++++++++++++++ python/gps/agent/box2d/point_mass_world.py | 79 +-------- .../agent/box2d/point_mass_world_obstacle.py | 165 ++++++++++++++++++ 4 files changed, 328 insertions(+), 86 deletions(-) create mode 100644 experiments/box2d_pointmass_obstacle_example/hyperparams.py create mode 100644 python/gps/agent/box2d/point_mass_world_obstacle.py diff --git a/experiments/box2d_pointmass_example/hyperparams.py b/experiments/box2d_pointmass_example/hyperparams.py index 183ba558b..a5c728480 100644 --- a/experiments/box2d_pointmass_example/hyperparams.py +++ b/experiments/box2d_pointmass_example/hyperparams.py @@ -105,21 +105,10 @@ }, } -obstacle_cost = { - 'type': CostObstacle, - 'obstacle_type' : POSITION_NEAREST_OBSTACLE, - 'data_types' : { - END_EFFECTOR_POINTS: { - 'wp': np.ones(SENSOR_DIMS[END_EFFECTOR_POINTS]), - 'd_safe': 1.0 - }, - }, -} - algorithm['cost'] = { 'type': CostSum, - 'costs': [action_cost, state_cost, obstacle_cost], - 'weights': [1.0, 1.2, 10.0], + 'costs': [action_cost, state_cost], + 'weights': [1.0, 1.0], } algorithm['dynamics'] = { @@ -140,7 +129,7 @@ algorithm['policy_opt'] = {} config = { - 'iterations': 15, + 'iterations': 10, 'num_samples': 5, 'common': common, 'verbose_trials': 0, diff --git a/experiments/box2d_pointmass_obstacle_example/hyperparams.py b/experiments/box2d_pointmass_obstacle_example/hyperparams.py new file mode 100644 index 000000000..539181e6f --- /dev/null +++ b/experiments/box2d_pointmass_obstacle_example/hyperparams.py @@ -0,0 +1,153 @@ +""" Hyperparameters for Box2d Point Mass.""" +from __future__ import division + +import os.path +from datetime import datetime +import numpy as np + +from gps import __file__ as gps_filepath +from gps.agent.box2d.agent_box2d import AgentBox2D +from gps.agent.box2d.point_mass_world_obstacle import PointMassWorldObstacle +from gps.algorithm.algorithm_traj_opt import AlgorithmTrajOpt +from gps.algorithm.cost.cost_obstacles import CostObstacle +from gps.algorithm.cost.cost_state import CostState +from gps.algorithm.cost.cost_action import CostAction +from gps.algorithm.cost.cost_sum import CostSum +from gps.algorithm.dynamics.dynamics_lr_prior import DynamicsLRPrior +from gps.algorithm.dynamics.dynamics_prior_gmm import DynamicsPriorGMM +from gps.algorithm.traj_opt.traj_opt_lqr_python import TrajOptLQRPython +from gps.algorithm.policy.lin_gauss_init import init_pd +from gps.proto.gps_pb2 import END_EFFECTOR_POINTS, END_EFFECTOR_POINT_VELOCITIES, ACTION, POSITION_NEAREST_OBSTACLE +from gps.gui.config import generate_experiment_info + +SENSOR_DIMS = { + END_EFFECTOR_POINTS: 3, + END_EFFECTOR_POINT_VELOCITIES: 3, + ACTION: 2 +} + +BASE_DIR = '/'.join(str.split(gps_filepath, '/')[:-2]) +EXP_DIR = BASE_DIR + '/../experiments/box2d_pointmass_obstacle_example/' + +common = { + 'experiment_name': 'box2d_pointmass_obstacle_example' + '_' + \ + datetime.strftime(datetime.now(), '%m-%d-%y_%H-%M'), + 'experiment_dir': EXP_DIR, + 'data_files_dir': EXP_DIR + 'data_files/', + 'target_filename': EXP_DIR + 'target.npz', + 'log_filename': EXP_DIR + 'log.txt', + 'conditions': 1, + 'use_mpc': True, +} + +if not os.path.exists(common['data_files_dir']): + os.makedirs(common['data_files_dir']) + +agent = { + 'type': AgentBox2D, + 'target_state' : np.array([5, 20, 0]), + "world" : PointMassWorldObstacle, + 'render' : False, + 'x0': np.array([0, 5, 0, 0, 0, 0]), + 'rk': 0, + 'dt': 0.05, + 'substeps': 1, + 'conditions': common['conditions'], + 'pos_body_idx': np.array([]), + 'pos_body_offset': np.array([]), + 'T': 100, + 'use_mpc': common['use_mpc'], + 'M': 5, + 'sensor_dims': SENSOR_DIMS, + 'state_include': [END_EFFECTOR_POINTS, END_EFFECTOR_POINT_VELOCITIES], + 'obs_include': [], +} + +#if common['use_mpc']: +# agent['smooth_noise_var'] = 1.0 + +algorithm = { + 'type': AlgorithmTrajOpt, + 'conditions': common['conditions'], + 'use_mpc': common['use_mpc'], +} + +algorithm['init_traj_distr'] = { + 'type': init_pd, + 'init_var': 5.0, + 'pos_gains': 0.0, + 'dQ': SENSOR_DIMS[ACTION], + 'dt': agent['dt'], + 'T': agent['T'], +} + +algorithm['init_mpc'] = { + 'type': init_pd, + 'init_var': 5.0, + 'pos_gains': 0.0, + 'dQ': SENSOR_DIMS[ACTION], + 'dt': agent['dt'], + 'T': agent['M'], +} + +action_cost = { + 'type': CostAction, + 'wu': np.array([5e-5, 5e-5]) +} + +state_cost = { + 'type': CostState, + 'data_types' : { + END_EFFECTOR_POINTS: { + 'wp': np.ones(SENSOR_DIMS[END_EFFECTOR_POINTS]), + 'target_state': agent["target_state"], + }, + }, +} + +obstacle_cost = { + 'type': CostObstacle, + 'obstacle_type' : POSITION_NEAREST_OBSTACLE, + 'data_types' : { + END_EFFECTOR_POINTS: { + 'wp': np.ones(SENSOR_DIMS[END_EFFECTOR_POINTS]), + 'd_safe': 1.0 + }, + }, +} + +algorithm['cost'] = { + 'type': CostSum, + 'costs': [action_cost, state_cost, obstacle_cost], + 'weights': [1.0, 1.2, 10.0], +} + +algorithm['dynamics'] = { + 'type': DynamicsLRPrior, + 'regularization': 1e-6, + 'prior': { + 'type': DynamicsPriorGMM, + 'max_clusters': 20, + 'min_samples_per_cluster': 40, + 'max_samples': 20, + }, +} + +algorithm['traj_opt'] = { + 'type': TrajOptLQRPython, +} + +algorithm['policy_opt'] = {} + +config = { + 'iterations': 15, + 'num_samples': 5, + 'common': common, + 'verbose_trials': 0, + 'agent': agent, + 'gui_on': True, + 'algorithm': algorithm, + 'dQ': algorithm['init_traj_distr']['dQ'], +} + +common['info'] = generate_experiment_info(config) diff --git a/python/gps/agent/box2d/point_mass_world.py b/python/gps/agent/box2d/point_mass_world.py index b4684781a..08eb60d89 100644 --- a/python/gps/agent/box2d/point_mass_world.py +++ b/python/gps/agent/box2d/point_mass_world.py @@ -4,7 +4,7 @@ from framework import Framework from gps.agent.box2d.settings import fwSettings -from gps.proto.gps_pb2 import END_EFFECTOR_POINTS, END_EFFECTOR_POINT_VELOCITIES, POSITION_NEAREST_OBSTACLE +from gps.proto.gps_pb2 import END_EFFECTOR_POINTS, END_EFFECTOR_POINT_VELOCITIES class PointMassWorld(Framework): """ This class defines the point mass and its environment.""" @@ -37,11 +37,6 @@ def __init__(self, x0, target, render): xf2 = b2.b2Transform() xf2.angle = -0.3524 * b2.b2_pi xf2.position = b2.b2Mul(xf2.R, (-1.0, 0.0)) - - self.body_shape = [b2.b2PolygonShape(vertices=[xf1*(-1, 0), - xf1*(1, 0), xf1*(0, .5)]), - b2.b2PolygonShape(vertices=[xf2*(-1, 0), - xf2*(1, 0), xf2*(0, .5)])] self.body = self.world.CreateDynamicBody( position=self.initial_position, angle=self.initial_angle, @@ -49,7 +44,10 @@ def __init__(self, x0, target, render): angularVelocity=self.initial_angular_velocity, angularDamping=5, linearDamping=0.1, - shapes=self.body_shape, + shapes=[b2.b2PolygonShape(vertices=[xf1*(-1, 0), + xf1*(1, 0), xf1*(0, .5)]), + b2.b2PolygonShape(vertices=[xf2*(-1, 0), + xf2*(1, 0), xf2*(0, .5)])], shapeFixture=b2.b2FixtureDef(density=1.0), ) self.target = self.world.CreateStaticBody( @@ -60,16 +58,6 @@ def __init__(self, x0, target, render): b2.b2PolygonShape(vertices=[xf2*(-1, 0), xf2*(1, 0), xf2*(0, .5)])], ) - - self.obstacle_post = np.array([0, 10]) - self.obstacle_shape = [b2.b2PolygonShape(box=(3,1))] - self.obstacle = self.world.CreateStaticBody( - position=self.obstacle_post, - angle=self.initial_angle, - shapes=self.obstacle_shape - ) - - self.target.active = False def run(self): @@ -84,15 +72,6 @@ def run_next(self, action): """Moves forward in time one step. Calls the renderer if applicable.""" if self.render: super(PointMassWorld, self).run_next(action) - """ - hist = self.world.CreateStaticBody( - position=self.body.position, - angle=self.body.angle, - shapes=self.body_shape - ) - hist.active = False - """ - #self.world.DestroyBody(hist) else: if action is not None: self.body.linearVelocity = (action[0], action[1]) @@ -112,54 +91,10 @@ def reset_world(self): self.body.angle = self.initial_angle self.body.angularVelocity = self.initial_angular_velocity self.body.linearVelocity = self.initial_linear_velocity - # Reset obstacle also - self.obstacle = self.world.CreateStaticBody( - position=self.obstacle_post, - angle=self.initial_angle, - shapes=self.obstacle_shape - ) - - def get_nearest_dist_obs(self): - distanceInput = b2.b2DistanceInput(); - distanceInput.transformA = self.body.transform - distanceInput.transformB = self.obstacle.transform - # TODO: Show how multi polygon to one shape instance - distanceInput.proxyA = b2.b2DistanceProxy(self.body_shape[0]) - distanceInput.proxyB = b2.b2DistanceProxy(self.obstacle_shape[0]) - distanceInput.useRadii = True - - distanceOutput = b2.b2Distance(distanceInput) - - """ - # euclidian_dist == distanceOutput.distance - euclidian_dist = np.sqrt((self.body.position[0] - distanceOutput.pointB[0]) ** 2 + \ - (self.body.position[1] - distanceOutput.pointB[1]) ** 2) - - # gradient of euclidian_dist. For simplific, I power 2 the distance. - grad = np.append(np.array(self.body.position), [0]) - - return np.array([0.5 * euclidian_dist ** 2]) - """ - - return np.append(np.array(distanceOutput.pointB), [0]) - - def drawPose(self, poseArray, position): - hist = self.world.CreateStaticBody( - position=position, - angle=self.body.angle, - shapes=self.body_shape - ) - hist.active = False - poseArray.append(hist) - - def clearPose(self, poseArray): - for hist in poseArray: - self.world.DestroyBody(hist) def get_state(self): """ This retrieves the state of the point mass""" state = {END_EFFECTOR_POINTS: np.append(np.array(self.body.position), [0]), - END_EFFECTOR_POINT_VELOCITIES: np.append(np.array(self.body.linearVelocity), [0]), - POSITION_NEAREST_OBSTACLE: self.get_nearest_dist_obs()} + END_EFFECTOR_POINT_VELOCITIES: np.append(np.array(self.body.linearVelocity), [0])} - return state + return state \ No newline at end of file diff --git a/python/gps/agent/box2d/point_mass_world_obstacle.py b/python/gps/agent/box2d/point_mass_world_obstacle.py new file mode 100644 index 000000000..2660f2dae --- /dev/null +++ b/python/gps/agent/box2d/point_mass_world_obstacle.py @@ -0,0 +1,165 @@ +""" This file defines an environment for the Box2D PointMass simulator. """ +import numpy as np +import Box2D as b2 +from framework import Framework + +from gps.agent.box2d.settings import fwSettings +from gps.proto.gps_pb2 import END_EFFECTOR_POINTS, END_EFFECTOR_POINT_VELOCITIES, POSITION_NEAREST_OBSTACLE + +class PointMassWorldObstacle(Framework): + """ This class defines the point mass and its environment.""" + name = "PointMass" + def __init__(self, x0, target, render): + self.render = render + if self.render: + super(PointMassWorldObstacle, self).__init__() + else: + self.world = b2.b2World(gravity=(0, -10), doSleep=True) + self.world.gravity = (0.0, 0.0) + self.initial_position = (x0[0], x0[1]) + self.initial_angle = b2.b2_pi + self.initial_linear_velocity = (x0[2], x0[3]) + self.initial_angular_velocity = 0 + + ground = self.world.CreateBody(position=(0, 20)) + ground.CreateEdgeChain( + [(-20, -20), + (-20, 20), + (20, 20), + (20, -20), + (-20, -20)] + ) + + xf1 = b2.b2Transform() + xf1.angle = 0.3524 * b2.b2_pi + xf1.position = b2.b2Mul(xf1.R, (1.0, 0.0)) + + xf2 = b2.b2Transform() + xf2.angle = -0.3524 * b2.b2_pi + xf2.position = b2.b2Mul(xf2.R, (-1.0, 0.0)) + + self.body_shape = [b2.b2PolygonShape(vertices=[xf1*(-1, 0), + xf1*(1, 0), xf1*(0, .5)]), + b2.b2PolygonShape(vertices=[xf2*(-1, 0), + xf2*(1, 0), xf2*(0, .5)])] + self.body = self.world.CreateDynamicBody( + position=self.initial_position, + angle=self.initial_angle, + linearVelocity=self.initial_linear_velocity, + angularVelocity=self.initial_angular_velocity, + angularDamping=5, + linearDamping=0.1, + shapes=self.body_shape, + shapeFixture=b2.b2FixtureDef(density=1.0), + ) + self.target = self.world.CreateStaticBody( + position=target[:2], + angle=self.initial_angle, + shapes=[b2.b2PolygonShape(vertices=[xf1*(-1, 0), xf1*(1, 0), + xf1*(0, .5)]), + b2.b2PolygonShape(vertices=[xf2*(-1, 0), xf2*(1, 0), + xf2*(0, .5)])], + ) + + self.obstacle_post = np.array([0, 10]) + self.obstacle_shape = [b2.b2PolygonShape(box=(3,1))] + self.obstacle = self.world.CreateStaticBody( + position=self.obstacle_post, + angle=self.initial_angle, + shapes=self.obstacle_shape + ) + + + self.target.active = False + + def run(self): + """Initiates the first time step + """ + if self.render: + super(PointMassWorldObstacle, self).run() + else: + self.run_next(None) + + def run_next(self, action): + """Moves forward in time one step. Calls the renderer if applicable.""" + if self.render: + super(PointMassWorldObstacle, self).run_next(action) + """ + hist = self.world.CreateStaticBody( + position=self.body.position, + angle=self.body.angle, + shapes=self.body_shape + ) + hist.active = False + """ + #self.world.DestroyBody(hist) + else: + if action is not None: + self.body.linearVelocity = (action[0], action[1]) + self.world.Step(1.0 / fwSettings.hz, fwSettings.velocityIterations, + fwSettings.positionIterations) + + def Step(self, settings, action): + """Called upon every step. """ + self.body.linearVelocity = (action[0], action[1]) + + super(PointMassWorldObstacle, self).Step(settings) + + def reset_world(self): + """ This resets the world to its initial state""" + self.world.ClearForces() + self.body.position = self.initial_position + self.body.angle = self.initial_angle + self.body.angularVelocity = self.initial_angular_velocity + self.body.linearVelocity = self.initial_linear_velocity + # Reset obstacle also + self.obstacle = self.world.CreateStaticBody( + position=self.obstacle_post, + angle=self.initial_angle, + shapes=self.obstacle_shape + ) + + def get_nearest_dist_obs(self): + distanceInput = b2.b2DistanceInput(); + distanceInput.transformA = self.body.transform + distanceInput.transformB = self.obstacle.transform + # TODO: Show how multi polygon to one shape instance + distanceInput.proxyA = b2.b2DistanceProxy(self.body_shape[0]) + distanceInput.proxyB = b2.b2DistanceProxy(self.obstacle_shape[0]) + distanceInput.useRadii = True + + distanceOutput = b2.b2Distance(distanceInput) + + """ + # euclidian_dist == distanceOutput.distance + euclidian_dist = np.sqrt((self.body.position[0] - distanceOutput.pointB[0]) ** 2 + \ + (self.body.position[1] - distanceOutput.pointB[1]) ** 2) + + # gradient of euclidian_dist. For simplific, I power 2 the distance. + grad = np.append(np.array(self.body.position), [0]) + + return np.array([0.5 * euclidian_dist ** 2]) + """ + + return np.append(np.array(distanceOutput.pointB), [0]) + + def drawPose(self, poseArray, position): + hist = self.world.CreateStaticBody( + position=position, + angle=self.body.angle, + shapes=self.body_shape + ) + hist.active = False + poseArray.append(hist) + + def clearPose(self, poseArray): + for hist in poseArray: + self.world.DestroyBody(hist) + + def get_state(self): + """ This retrieves the state of the point mass""" + state = {END_EFFECTOR_POINTS: np.append(np.array(self.body.position), [0]), + END_EFFECTOR_POINT_VELOCITIES: np.append(np.array(self.body.linearVelocity), [0]), + POSITION_NEAREST_OBSTACLE: self.get_nearest_dist_obs()} + + return state From 2e9b925fb5463895ddfdcb8cf712732b46e42b5f Mon Sep 17 00:00:00 2001 From: Tai Hoang Date: Sat, 18 Feb 2017 21:48:52 +0700 Subject: [PATCH 18/44] Create a point mass obstacle world and test with BADMM. TODO: Anwser why the policy too far from trajectory at iteration > 10? It happened to all point mass world (arm world a little bit). --- .../hyperparams.py | 155 ++++++++++++++ .../box2d_pointmass_example/hyperparams.py | 2 +- .../hyperparams.py | 192 ++++++++++++++++++ .../hyperparams.py | 18 +- python/gps/agent/box2d/agent_box2d.py | 5 +- python/gps/agent/box2d/arm_world.py | 2 +- python/gps/agent/box2d/point_mass_world.py | 2 +- .../agent/box2d/point_mass_world_obstacle.py | 70 ++++--- python/gps/agent/config.py | 1 + python/tests/test_box2d/test_box2d.py | 36 +++- 10 files changed, 449 insertions(+), 34 deletions(-) create mode 100644 experiments/box2d_pointmass_badmm_example/hyperparams.py create mode 100644 experiments/box2d_pointmass_obstacle_badmm_example/hyperparams.py diff --git a/experiments/box2d_pointmass_badmm_example/hyperparams.py b/experiments/box2d_pointmass_badmm_example/hyperparams.py new file mode 100644 index 000000000..729d53c98 --- /dev/null +++ b/experiments/box2d_pointmass_badmm_example/hyperparams.py @@ -0,0 +1,155 @@ +""" Hyperparameters for Box2d Point Mass.""" +from __future__ import division + +import os.path +from datetime import datetime +import numpy as np + +from gps import __file__ as gps_filepath +from gps.agent.box2d.agent_box2d import AgentBox2D +from gps.agent.box2d.point_mass_world import PointMassWorld +from gps.algorithm.algorithm_badmm import AlgorithmBADMM +from gps.algorithm.cost.cost_state import CostState +from gps.algorithm.cost.cost_action import CostAction +from gps.algorithm.cost.cost_sum import CostSum +from gps.algorithm.dynamics.dynamics_lr_prior import DynamicsLRPrior +from gps.algorithm.dynamics.dynamics_prior_gmm import DynamicsPriorGMM +from gps.algorithm.policy.policy_prior_gmm import PolicyPriorGMM +from gps.algorithm.traj_opt.traj_opt_lqr_python import TrajOptLQRPython +from gps.algorithm.policy_opt.policy_opt_caffe import PolicyOptCaffe +from gps.algorithm.policy.lin_gauss_init import init_pd +from gps.gui.config import generate_experiment_info +from gps.proto.gps_pb2 import END_EFFECTOR_POINTS, END_EFFECTOR_POINT_VELOCITIES, ACTION, POSITION_NEAREST_OBSTACLE + +SENSOR_DIMS = { + END_EFFECTOR_POINTS: 3, + END_EFFECTOR_POINT_VELOCITIES: 3, + ACTION: 2 +} + +BASE_DIR = '/'.join(str.split(gps_filepath, '/')[:-2]) +EXP_DIR = BASE_DIR + '/../experiments/box2d_pointmass_badmm_example/' + + +common = { + 'experiment_name': 'box2d_pointmass_badmm_example' + '_' + \ + datetime.strftime(datetime.now(), '%m-%d-%y_%H-%M'), + 'experiment_dir': EXP_DIR, + 'data_files_dir': EXP_DIR + 'data_files/', + 'log_filename': EXP_DIR + 'log.txt', + 'conditions': 4, + 'use_mpc': False, +} + +if not os.path.exists(common['data_files_dir']): + os.makedirs(common['data_files_dir']) + +agent = { + 'type': AgentBox2D, + 'target_state' : np.array([5, 20, 0]), + "world" : PointMassWorld, + 'render' : False, + 'x0': [np.array([0, 5, 0, 0, 0, 0]), + np.array([0, 30, 0, 0, 0, 0]), + np.array([10, 5, 0, 0, 0, 0]), + np.array([10, 30, 0, 0, 0, 0]), + ], + 'rk': 0, + 'dt': 0.05, + 'substeps': 1, + 'conditions': common['conditions'], + 'pos_body_idx': np.array([]), + 'pos_body_offset': np.array([]), + 'T': 100, + 'use_mpc': common['use_mpc'], + 'M': 5, + 'sensor_dims': SENSOR_DIMS, + 'state_include': [END_EFFECTOR_POINTS, END_EFFECTOR_POINT_VELOCITIES], + 'obs_include': [END_EFFECTOR_POINTS, END_EFFECTOR_POINT_VELOCITIES], +} + +algorithm = { + 'type': AlgorithmBADMM, + 'conditions': common['conditions'], + 'iterations': 10, + 'lg_step_schedule': np.array([1e-4, 1e-3, 1e-2, 1e-2]), + 'policy_dual_rate': 0.2, + 'ent_reg_schedule': np.array([1e-3, 1e-3, 1e-2, 1e-1]), + 'fixed_lg_step': 3, + 'kl_step': 5.0, + 'min_step_mult': 0.01, + 'max_step_mult': 1.0, + 'sample_decrease_var': 0.05, + 'sample_increase_var': 0.1, +} + +algorithm['init_traj_distr'] = { + 'type': init_pd, + 'init_var': 5.0, + 'pos_gains': 0.0, + 'dQ': SENSOR_DIMS[ACTION], + 'dt': agent['dt'], + 'T': agent['T'], +} + + +action_cost = { + 'type': CostAction, + 'wu': np.array([5e-5, 5e-5]) +} + +state_cost = { + 'type': CostState, + 'data_types' : { + END_EFFECTOR_POINTS: { + 'wp': np.ones(SENSOR_DIMS[END_EFFECTOR_POINTS]), + 'target_state': agent["target_state"], + }, + }, +} + +algorithm['cost'] = { + 'type': CostSum, + 'costs': [action_cost, state_cost], + 'weights': [1.0, 1.0], +} + +algorithm['dynamics'] = { + 'type': DynamicsLRPrior, + 'regularization': 1e-6, + 'prior': { + 'type': DynamicsPriorGMM, + 'max_clusters': 20, + 'min_samples_per_cluster': 40, + 'max_samples': 20, + }, +} + +algorithm['traj_opt'] = { + 'type': TrajOptLQRPython, +} + +algorithm['policy_opt'] = { + 'type': PolicyOptCaffe, + 'weights_file_prefix': EXP_DIR + 'policy', +} + +algorithm['policy_prior'] = { + 'type': PolicyPriorGMM, + 'max_clusters': 20, + 'min_samples_per_cluster': 40, + 'max_samples': 20, +} + +config = { + 'iterations': 10, + 'num_samples': 5, + 'verbose_trials': 5, + 'verbose_policy_trials': 0, + 'common': common, + 'agent': agent, + 'gui_on': True, + 'algorithm': algorithm, +} + +common['info'] = generate_experiment_info(config) diff --git a/experiments/box2d_pointmass_example/hyperparams.py b/experiments/box2d_pointmass_example/hyperparams.py index a5c728480..c174177b1 100644 --- a/experiments/box2d_pointmass_example/hyperparams.py +++ b/experiments/box2d_pointmass_example/hyperparams.py @@ -48,7 +48,7 @@ 'target_state' : np.array([5, 20, 0]), "world" : PointMassWorld, 'render' : False, - 'x0': np.array([0, 5, 0, 0, 0, 0]), + 'x0': [np.array([0, 5, 0, 0, 0, 0])], 'rk': 0, 'dt': 0.05, 'substeps': 1, diff --git a/experiments/box2d_pointmass_obstacle_badmm_example/hyperparams.py b/experiments/box2d_pointmass_obstacle_badmm_example/hyperparams.py new file mode 100644 index 000000000..95385d2c6 --- /dev/null +++ b/experiments/box2d_pointmass_obstacle_badmm_example/hyperparams.py @@ -0,0 +1,192 @@ +""" Hyperparameters for Box2d Point Mass.""" +from __future__ import division + +import os.path +from datetime import datetime +import numpy as np + +from gps import __file__ as gps_filepath +from gps.agent.box2d.agent_box2d import AgentBox2D +from gps.agent.box2d.point_mass_world_obstacle import PointMassWorldObstacle +from gps.algorithm.algorithm_badmm import AlgorithmBADMM +from gps.algorithm.cost.cost_obstacles import CostObstacle +from gps.algorithm.cost.cost_state import CostState +from gps.algorithm.cost.cost_action import CostAction +from gps.algorithm.cost.cost_sum import CostSum +from gps.algorithm.dynamics.dynamics_lr_prior import DynamicsLRPrior +from gps.algorithm.dynamics.dynamics_prior_gmm import DynamicsPriorGMM +from gps.algorithm.policy.policy_prior_gmm import PolicyPriorGMM +from gps.algorithm.traj_opt.traj_opt_lqr_python import TrajOptLQRPython +from gps.algorithm.policy_opt.policy_opt_caffe import PolicyOptCaffe +from gps.algorithm.policy.lin_gauss_init import init_pd +from gps.gui.config import generate_experiment_info +from gps.proto.gps_pb2 import END_EFFECTOR_POINTS, END_EFFECTOR_POINT_VELOCITIES, ACTION, POSITION_NEAREST_OBSTACLE + +SENSOR_DIMS = { + END_EFFECTOR_POINTS: 3, + END_EFFECTOR_POINT_VELOCITIES: 3, + ACTION: 2 +} + +BASE_DIR = '/'.join(str.split(gps_filepath, '/')[:-2]) +EXP_DIR = BASE_DIR + '/../experiments/box2d_pointmass_obstacle_badmm_example/' + + +common = { + 'experiment_name': 'box2d_pointmass_obstacle_badmm_example' + '_' + \ + datetime.strftime(datetime.now(), '%m-%d-%y_%H-%M'), + 'experiment_dir': EXP_DIR, + 'data_files_dir': EXP_DIR + 'data_files/', + 'log_filename': EXP_DIR + 'log.txt', + 'conditions': 4, + 'use_mpc': False, +} + +if not os.path.exists(common['data_files_dir']): + os.makedirs(common['data_files_dir']) + +world_info = { + 'obstacles': [np.array([-5, 13, 4, 1]), + np.array([10, 13, 4, 1]), + np.array([-9, 20, 4, 1]), + np.array([15, 20, 4, 1]), + np.array([3, 20, 1.5, 1]), + ], +} + +x0_test = [np.array([0, 5, 0, 0, 0, 0]), + np.array([0, 8, 0, 0, 0, 0]), + np.array([0, 11, 0, 0, 0, 0]), + np.array([0, 14, 0, 0, 0, 0]), + ] + +agent = { + 'type': AgentBox2D, + 'target_state' : np.array([3, 35, 0]), + "world" : PointMassWorldObstacle, + 'world_info': world_info, + 'render' : False, + 'x0': [np.array([0, 5, 0, 0, 0, 0]), + np.array([2, 3, 0, 0, 0, 0]), + np.array([7, 3, 0, 0, 0, 0]), + np.array([-5, 3, 0, 0, 0, 0]), + ], + 'rk': 0, + 'dt': 0.05, + 'substeps': 1, + 'conditions': common['conditions'], + 'pos_body_idx': np.array([]), + 'pos_body_offset': np.array([]), + 'T': 100, + 'use_mpc': common['use_mpc'], + 'M': 5, + 'sensor_dims': SENSOR_DIMS, + 'state_include': [END_EFFECTOR_POINTS, END_EFFECTOR_POINT_VELOCITIES], + 'obs_include': [END_EFFECTOR_POINTS, END_EFFECTOR_POINT_VELOCITIES], +} + +algorithm = { + 'type': AlgorithmBADMM, + 'conditions': common['conditions'], + 'iterations': 10, + 'lg_step_schedule': np.array([1e-4, 1e-3, 1e-2, 1e-2]), + 'policy_dual_rate': 0.2, + 'ent_reg_schedule': np.array([1e-3, 1e-3, 1e-2, 1e-1]), + 'fixed_lg_step': 3, + 'kl_step': 5.0, + 'min_step_mult': 0.01, + 'max_step_mult': 1.0, + 'sample_decrease_var': 0.05, + 'sample_increase_var': 0.1, + 'use_mpc': common['use_mpc'], +} + +algorithm['init_traj_distr'] = { + 'type': init_pd, + 'init_var': 5.0, + 'pos_gains': 0.0, + 'dQ': SENSOR_DIMS[ACTION], + 'dt': agent['dt'], + 'T': agent['T'], +} + +algorithm['init_mpc'] = { + 'type': init_pd, + 'init_var': 5.0, + 'pos_gains': 0.0, + 'dQ': SENSOR_DIMS[ACTION], + 'dt': agent['dt'], + 'T': agent['M'], +} + +action_cost = { + 'type': CostAction, + 'wu': np.array([5e-5, 5e-5]) +} + +state_cost = { + 'type': CostState, + 'data_types' : { + END_EFFECTOR_POINTS: { + 'wp': np.ones(SENSOR_DIMS[END_EFFECTOR_POINTS]), + 'target_state': agent["target_state"], + }, + }, +} + +obstacle_cost = { + 'type': CostObstacle, + 'obstacle_type' : POSITION_NEAREST_OBSTACLE, + 'data_types' : { + END_EFFECTOR_POINTS: { + 'wp': np.ones(SENSOR_DIMS[END_EFFECTOR_POINTS]), + 'd_safe': 1.0 + }, + }, +} + +algorithm['cost'] = { + 'type': CostSum, + 'costs': [action_cost, state_cost, obstacle_cost], + 'weights': [1.0, 1.2, 10.0], +} + +algorithm['dynamics'] = { + 'type': DynamicsLRPrior, + 'regularization': 1e-6, + 'prior': { + 'type': DynamicsPriorGMM, + 'max_clusters': 20, + 'min_samples_per_cluster': 40, + 'max_samples': 20, + }, +} + +algorithm['traj_opt'] = { + 'type': TrajOptLQRPython, +} + +algorithm['policy_opt'] = { + 'type': PolicyOptCaffe, + 'weights_file_prefix': EXP_DIR + 'policy', +} + +algorithm['policy_prior'] = { + 'type': PolicyPriorGMM, + 'max_clusters': 20, + 'min_samples_per_cluster': 40, + 'max_samples': 20, +} + +config = { + 'iterations': algorithm['iterations'], + 'num_samples': 10, + 'verbose_trials': 5, + 'verbose_policy_trials': 0, + 'common': common, + 'agent': agent, + 'gui_on': True, + 'algorithm': algorithm, +} + +common['info'] = generate_experiment_info(config) diff --git a/experiments/box2d_pointmass_obstacle_example/hyperparams.py b/experiments/box2d_pointmass_obstacle_example/hyperparams.py index 539181e6f..a74f59936 100644 --- a/experiments/box2d_pointmass_obstacle_example/hyperparams.py +++ b/experiments/box2d_pointmass_obstacle_example/hyperparams.py @@ -37,18 +37,28 @@ 'target_filename': EXP_DIR + 'target.npz', 'log_filename': EXP_DIR + 'log.txt', 'conditions': 1, - 'use_mpc': True, + 'use_mpc': False, } if not os.path.exists(common['data_files_dir']): os.makedirs(common['data_files_dir']) +world_info = { + 'obstacles': [np.array([-5, 13, 4, 1]), + np.array([10, 13, 4, 1]), + np.array([-9, 20, 4, 1]), + np.array([15, 20, 4, 1]), + np.array([3, 20, 1.5, 1]), + ], +} + agent = { 'type': AgentBox2D, - 'target_state' : np.array([5, 20, 0]), + 'target_state' : np.array([3, 35, 0]), "world" : PointMassWorldObstacle, + 'world_info': world_info, 'render' : False, - 'x0': np.array([0, 5, 0, 0, 0, 0]), + 'x0': [np.array([-3, 5, 0, 0, 0, 0])], 'rk': 0, 'dt': 0.05, 'substeps': 1, @@ -141,7 +151,7 @@ config = { 'iterations': 15, - 'num_samples': 5, + 'num_samples': 10, 'common': common, 'verbose_trials': 0, 'agent': agent, diff --git a/python/gps/agent/box2d/agent_box2d.py b/python/gps/agent/box2d/agent_box2d.py index 58a0720e2..f294e6226 100644 --- a/python/gps/agent/box2d/agent_box2d.py +++ b/python/gps/agent/box2d/agent_box2d.py @@ -21,6 +21,7 @@ def __init__(self, hyperparams): self._setup_conditions() self._setup_world(self._hyperparams["world"], + self._hyperparams["world_info"], self._hyperparams["target_state"], self._hyperparams["render"]) @@ -34,12 +35,12 @@ def _setup_conditions(self): 'noisy_body_idx', 'noisy_body_var'): self._hyperparams[field] = setup(self._hyperparams[field], conds) - def _setup_world(self, world, target, render): + def _setup_world(self, world, world_info, target, render): """ Helper method for handling setup of the Box2D world. """ self.x0 = self._hyperparams["x0"] - self._worlds = [world(self.x0[i], target, render) + self._worlds = [world(self.x0[i], world_info, target, render) for i in range(self._hyperparams['conditions'])] diff --git a/python/gps/agent/box2d/arm_world.py b/python/gps/agent/box2d/arm_world.py index 2ffe13a9c..527883602 100644 --- a/python/gps/agent/box2d/arm_world.py +++ b/python/gps/agent/box2d/arm_world.py @@ -8,7 +8,7 @@ class ArmWorld(Framework): """ This class defines the 2 Link Arm and its environment.""" name = "2 Link Arm" - def __init__(self, x0, target, render): + def __init__(self, x0, world_info, target, render): self.render = render if self.render: super(ArmWorld, self).__init__() diff --git a/python/gps/agent/box2d/point_mass_world.py b/python/gps/agent/box2d/point_mass_world.py index 08eb60d89..30c16f8b4 100644 --- a/python/gps/agent/box2d/point_mass_world.py +++ b/python/gps/agent/box2d/point_mass_world.py @@ -9,7 +9,7 @@ class PointMassWorld(Framework): """ This class defines the point mass and its environment.""" name = "PointMass" - def __init__(self, x0, target, render): + def __init__(self, x0, world_info, target, render): self.render = render if self.render: super(PointMassWorld, self).__init__() diff --git a/python/gps/agent/box2d/point_mass_world_obstacle.py b/python/gps/agent/box2d/point_mass_world_obstacle.py index 2660f2dae..a99fcb898 100644 --- a/python/gps/agent/box2d/point_mass_world_obstacle.py +++ b/python/gps/agent/box2d/point_mass_world_obstacle.py @@ -9,7 +9,7 @@ class PointMassWorldObstacle(Framework): """ This class defines the point mass and its environment.""" name = "PointMass" - def __init__(self, x0, target, render): + def __init__(self, x0, world_info, target, render): self.render = render if self.render: super(PointMassWorldObstacle, self).__init__() @@ -38,10 +38,13 @@ def __init__(self, x0, target, render): xf2.angle = -0.3524 * b2.b2_pi xf2.position = b2.b2Mul(xf2.R, (-1.0, 0.0)) + """ self.body_shape = [b2.b2PolygonShape(vertices=[xf1*(-1, 0), xf1*(1, 0), xf1*(0, .5)]), b2.b2PolygonShape(vertices=[xf2*(-1, 0), xf2*(1, 0), xf2*(0, .5)])] + """ + self.body_shape = [b2.b2PolygonShape(box=(1,1))] self.body = self.world.CreateDynamicBody( position=self.initial_position, angle=self.initial_angle, @@ -52,6 +55,11 @@ def __init__(self, x0, target, render): shapes=self.body_shape, shapeFixture=b2.b2FixtureDef(density=1.0), ) + self.initial_pos = self.world.CreateStaticBody( + position=self.initial_position, + angle=self.initial_angle, + shapes=self.body_shape, + ) self.target = self.world.CreateStaticBody( position=target[:2], angle=self.initial_angle, @@ -61,15 +69,21 @@ def __init__(self, x0, target, render): xf2*(0, .5)])], ) - self.obstacle_post = np.array([0, 10]) - self.obstacle_shape = [b2.b2PolygonShape(box=(3,1))] - self.obstacle = self.world.CreateStaticBody( - position=self.obstacle_post, - angle=self.initial_angle, - shapes=self.obstacle_shape - ) - + self.obstacle_post = [] + self.obstacle_shape = [] + self.obstacle = [] + obstacles = world_info['obstacles'] + self.n_obs = len(obstacles) + for i in range(self.n_obs): + self.obstacle_post.append(obstacles[i][:2]) + self.obstacle_shape.append([b2.b2PolygonShape(box=tuple(obstacles[i][2:]))]) + self.obstacle.append(self.world.CreateStaticBody( + position=self.obstacle_post[i], + angle=self.initial_angle, + shapes=self.obstacle_shape[i] + )) + self.initial_pos.active = False self.target.active = False def run(self): @@ -113,22 +127,32 @@ def reset_world(self): self.body.angularVelocity = self.initial_angular_velocity self.body.linearVelocity = self.initial_linear_velocity # Reset obstacle also - self.obstacle = self.world.CreateStaticBody( - position=self.obstacle_post, - angle=self.initial_angle, - shapes=self.obstacle_shape - ) + for i in range(self.n_obs): + self.obstacle.append(self.world.CreateStaticBody( + position=self.obstacle_post[i], + angle=self.initial_angle, + shapes=self.obstacle_shape[i] + )) def get_nearest_dist_obs(self): - distanceInput = b2.b2DistanceInput(); - distanceInput.transformA = self.body.transform - distanceInput.transformB = self.obstacle.transform - # TODO: Show how multi polygon to one shape instance - distanceInput.proxyA = b2.b2DistanceProxy(self.body_shape[0]) - distanceInput.proxyB = b2.b2DistanceProxy(self.obstacle_shape[0]) - distanceInput.useRadii = True + dist = None + position = None + + for i in range(self.n_obs): + distanceInput = b2.b2DistanceInput(); + distanceInput.transformA = self.body.transform + distanceInput.transformB = self.obstacle[i].transform + # TODO: Show how multi polygon to one shape instance + distanceInput.proxyA = b2.b2DistanceProxy(self.body_shape[0]) + distanceInput.proxyB = b2.b2DistanceProxy(self.obstacle_shape[i][0]) + distanceInput.useRadii = True + + distanceOutput = b2.b2Distance(distanceInput) + + if dist is None or distanceOutput.distance < dist: + position = distanceOutput.pointB + dist = distanceOutput.distance - distanceOutput = b2.b2Distance(distanceInput) """ # euclidian_dist == distanceOutput.distance @@ -141,7 +165,7 @@ def get_nearest_dist_obs(self): return np.array([0.5 * euclidian_dist ** 2]) """ - return np.append(np.array(distanceOutput.pointB), [0]) + return np.append(np.array(position), [0]) def drawPose(self, poseArray, position): hist = self.world.CreateStaticBody( diff --git a/python/gps/agent/config.py b/python/gps/agent/config.py index 7c569beb5..3b46c049b 100755 --- a/python/gps/agent/config.py +++ b/python/gps/agent/config.py @@ -75,4 +75,5 @@ AGENT_BOX2D = { 'render': True, + 'world_info': None } diff --git a/python/tests/test_box2d/test_box2d.py b/python/tests/test_box2d/test_box2d.py index 939c2cc05..b0d2e27a7 100644 --- a/python/tests/test_box2d/test_box2d.py +++ b/python/tests/test_box2d/test_box2d.py @@ -189,7 +189,7 @@ def evalHessian(func, x, eps=1e-5): return h -def runTest(itr_load): +def runTestMPC(itr_load): data_files_dir = config['common']['data_files_dir'] data_logger = DataLogger() @@ -310,11 +310,43 @@ def runTest(itr_load): agent._worlds[0].clearPose(poseArray) """ +def runTest(itr_load): + data_files_dir = config['common']['data_files_dir'] + data_logger = DataLogger() + + algorithm_file = data_files_dir + 'algorithm_itr_%02d.pkl' % itr_load + algorithm = data_logger.unpickle(algorithm_file) + if algorithm is None: + print("Error: cannot find '%s.'" % algorithm_file) + os._exit(1) # called instead of sys.exit(), since this is in a thread + + #pol = algorithm.cur[0].traj_distr + pol = algorithm.policy_opt.policy + + agent_hyperparams = deepcopy(AGENT) + agent_hyperparams.update(config['agent']) + + x0s = agent_hyperparams["x0"] + for cond in range(len(x0s)): + T = agent_hyperparams['T'] + dX = x0s[cond].shape[0] + dU = agent_hyperparams['sensor_dims'][ACTION] + + agent_hyperparams['render'] = True + agent = config['agent']['type'](agent_hyperparams) + + # Sample using offline trajectory distribution. + for i in range(config['num_samples']): + agent.sample(pol, cond) + def main(): print 'running box2d' - exp_name = "box2d_pointmass_example" + #exp_name = "box2d_pointmass_example" + exp_name = "box2d_pointmass_badmm_example" #exp_name = "box2d_arm_example" + #exp_name = "box2d_pointmass_obstacle_example" + #exp_name = "box2d_pointmass_obstacle_badmm_example" hyperparams = loadExperiment(exp_name) global config config = hyperparams.config From 1eebe77047b9bec5d1684783cc078064b7b75a35 Mon Sep 17 00:00:00 2001 From: Tai Hoang Date: Thu, 23 Feb 2017 18:08:58 +0700 Subject: [PATCH 19/44] Check use_mpc key exists in hyperparams --- python/gps/gps_main.py | 2 +- src/gps_agent_pkg/launch/pr2_gazebo_no_controller.launch | 5 +++-- 2 files changed, 4 insertions(+), 3 deletions(-) diff --git a/python/gps/gps_main.py b/python/gps/gps_main.py index 8a976f25f..c1cb42fc9 100755 --- a/python/gps/gps_main.py +++ b/python/gps/gps_main.py @@ -56,7 +56,7 @@ def __init__(self, config, quit_on_end=False): self.algorithm = config['algorithm']['type'](config['algorithm']) self.use_mpc = False - if config['common']['use_mpc']: + if 'use_mpc' in config['common'] and config['common']['use_mpc']: self.use_mpc = True config['agent']['T'] = config['agent']['M'] self.mpc_agent = config['agent']['type'](config['agent']) diff --git a/src/gps_agent_pkg/launch/pr2_gazebo_no_controller.launch b/src/gps_agent_pkg/launch/pr2_gazebo_no_controller.launch index a01c85d24..8bec63a59 100644 --- a/src/gps_agent_pkg/launch/pr2_gazebo_no_controller.launch +++ b/src/gps_agent_pkg/launch/pr2_gazebo_no_controller.launch @@ -1,7 +1,8 @@ - - + + From 5c6e3b8bed472b29113024f91363bfa0a5bca2f6 Mon Sep 17 00:00:00 2001 From: Tai Hoang Date: Fri, 10 Mar 2017 22:57:03 +0700 Subject: [PATCH 20/44] First commit for training mobile robot using GPS. This inhedrit and modified to adapt with robotplugin.cpp in gps_agent_pkg. Use min_distance_to_obstacle from turtlebot_mpepc to measure nearest obstacle. RESULT: It already can move robot in desired velocity and orientation, but can not avoid obstacle. TODO: move updateObstacleTree to another node like costmap_server in Matt Derry original package. Check about thresh in min_distance_to_obstacle and the dsafe in hyperparams. --- experiments/turtlebot_example/hyperparams.py | 287 ++++++++++++ python/gps/agent/config.py | 12 + python/gps/agent/ros/agent_turtlebot.py | 149 +++++++ python/tests/test_turtlebot/turtlebot.py | 101 +++++ src/gps_agent_pkg/CMakeLists.txt | 14 +- .../include/gps_agent_pkg/mobilerobotsensor.h | 119 +++++ .../include/gps_agent_pkg/navcontroller.h | 52 +++ .../include/gps_agent_pkg/sensor.h | 1 + .../include/gps_agent_pkg/turtlebot.h | 137 ++++++ .../include/gps_agent_pkg/turtlebot_test.h | 26 ++ .../launch/include/world_stage.launch | 96 ++++ src/gps_agent_pkg/launch/turtlebot_gps.launch | 12 + src/gps_agent_pkg/manifest.xml | 3 +- src/gps_agent_pkg/maps/one_obstacle.png | Bin 0 -> 2310 bytes src/gps_agent_pkg/maps/one_obstacle.yaml | 6 + src/gps_agent_pkg/maps/willow-full.pgm | Bin 0 -> 307238 bytes src/gps_agent_pkg/maps/willow-full.yaml | 6 + src/gps_agent_pkg/msg/MobileCommand.msg | 12 + src/gps_agent_pkg/msg/NavigationCommand.msg | 3 + .../param/costmap_common_params.yaml | 53 +++ .../param/local_costmap_params.yaml | 14 + src/gps_agent_pkg/param/turtlebot.rviz | 360 +++++++++++++++ src/gps_agent_pkg/src/mobilerobotsensor.cpp | 416 ++++++++++++++++++ src/gps_agent_pkg/src/navcontroller.cpp | 77 ++++ src/gps_agent_pkg/src/sensor.cpp | 5 +- src/gps_agent_pkg/src/turtlebot.cpp | 244 ++++++++++ src/gps_agent_pkg/src/turtlebot_node.cpp | 37 ++ src/gps_agent_pkg/src/turtlebot_test.cpp | 45 ++ src/gps_agent_pkg/worlds/one_obstacle.world | 70 +++ src/gps_agent_pkg/worlds/willow-full.world | 73 +++ src/proto/gps.proto | 6 +- 31 files changed, 2431 insertions(+), 5 deletions(-) create mode 100644 experiments/turtlebot_example/hyperparams.py create mode 100644 python/gps/agent/ros/agent_turtlebot.py create mode 100644 python/tests/test_turtlebot/turtlebot.py create mode 100644 src/gps_agent_pkg/include/gps_agent_pkg/mobilerobotsensor.h create mode 100644 src/gps_agent_pkg/include/gps_agent_pkg/navcontroller.h create mode 100644 src/gps_agent_pkg/include/gps_agent_pkg/turtlebot.h create mode 100644 src/gps_agent_pkg/include/gps_agent_pkg/turtlebot_test.h create mode 100644 src/gps_agent_pkg/launch/include/world_stage.launch create mode 100644 src/gps_agent_pkg/launch/turtlebot_gps.launch create mode 100644 src/gps_agent_pkg/maps/one_obstacle.png create mode 100644 src/gps_agent_pkg/maps/one_obstacle.yaml create mode 100644 src/gps_agent_pkg/maps/willow-full.pgm create mode 100644 src/gps_agent_pkg/maps/willow-full.yaml create mode 100644 src/gps_agent_pkg/msg/MobileCommand.msg create mode 100644 src/gps_agent_pkg/msg/NavigationCommand.msg create mode 100644 src/gps_agent_pkg/param/costmap_common_params.yaml create mode 100644 src/gps_agent_pkg/param/local_costmap_params.yaml create mode 100644 src/gps_agent_pkg/param/turtlebot.rviz create mode 100644 src/gps_agent_pkg/src/mobilerobotsensor.cpp create mode 100644 src/gps_agent_pkg/src/navcontroller.cpp create mode 100644 src/gps_agent_pkg/src/turtlebot.cpp create mode 100644 src/gps_agent_pkg/src/turtlebot_node.cpp create mode 100644 src/gps_agent_pkg/src/turtlebot_test.cpp create mode 100644 src/gps_agent_pkg/worlds/one_obstacle.world create mode 100644 src/gps_agent_pkg/worlds/willow-full.world diff --git a/experiments/turtlebot_example/hyperparams.py b/experiments/turtlebot_example/hyperparams.py new file mode 100644 index 000000000..8fce7b45d --- /dev/null +++ b/experiments/turtlebot_example/hyperparams.py @@ -0,0 +1,287 @@ +""" Hyperparameters for PR2 trajectory optimization experiment. """ +from __future__ import division + +from datetime import datetime +import os.path + +import numpy as np + +from gps import __file__ as gps_filepath +from gps.agent.ros.agent_turtlebot import AgentTurtlebot +from gps.algorithm.algorithm_traj_opt import AlgorithmTrajOpt +from gps.algorithm.cost.cost_fk import CostFK +from gps.algorithm.cost.cost_action import CostAction +from gps.algorithm.cost.cost_state import CostState +from gps.algorithm.cost.cost_obstacles import CostObstacle +from gps.algorithm.cost.cost_sum import CostSum +from gps.algorithm.cost.cost_utils import RAMP_LINEAR, RAMP_FINAL_ONLY +from gps.algorithm.dynamics.dynamics_lr_prior import DynamicsLRPrior +from gps.algorithm.dynamics.dynamics_prior_gmm import DynamicsPriorGMM +from gps.algorithm.traj_opt.traj_opt_lqr_python import TrajOptLQRPython +from gps.algorithm.policy.lin_gauss_init import init_lqr, init_pd +from gps.gui.target_setup_gui import load_pose_from_npz +# TODO: CHECK THIS !!! +#from gps.proto.gps_pb2 import JOINT_ANGLES, JOINT_VELOCITIES, \ + #END_EFFECTOR_POINTS, END_EFFECTOR_POINT_VELOCITIES, ACTION, \ + #TRIAL_ARM, AUXILIARY_ARM, JOINT_SPACE +from gps.proto.gps_pb2 import MOBILE_POSITION, MOBILE_ORIENTATION, \ + MOBILE_VELOCITIES_LINEAR, MOBILE_VELOCITIES_ANGULAR, ACTION, \ + POSITION_NEAREST_OBSTACLE +from gps.utility.general_utils import get_ee_points +from gps.gui.config import generate_experiment_info + + +#EE_POINTS = np.array([[0.02, -0.025, 0.05], [0.02, -0.025, -0.05], + #[0.02, 0.05, 0.0]]) +''' +SENSOR_DIMS = { + JOINT_ANGLES: 7, + JOINT_VELOCITIES: 7, + END_EFFECTOR_POINTS: 3 * EE_POINTS.shape[0], + END_EFFECTOR_POINT_VELOCITIES: 3 * EE_POINTS.shape[0], + ACTION: 7, +} +''' +SENSOR_DIMS = { + MOBILE_POSITION: 3, + MOBILE_ORIENTATION: 4, + MOBILE_VELOCITIES_LINEAR: 3, + MOBILE_VELOCITIES_ANGULAR: 3, + ACTION: 6, +} + +#PR2_GAINS = np.array([3.09, 1.08, 0.393, 0.674, 0.111, 0.152, 0.098]) + +BASE_DIR = '/'.join(str.split(gps_filepath, '/')[:-2]) +EXP_DIR = BASE_DIR + '/../experiments/pr2_example/' + +# NOTE: This is odom pose. +x0s = [np.array([0., 0., 0., # Position x, y, z + 0., 0., 0., 1., # Quaternion x, y, z, w + 0., 0., 0., # Linear Velocities + 0., 0., 0.])] +ee_tgts = [] +# NOTE: This is map pose (The order of quaternion also different). +reset_conditions = [np.array([3.5, 8.3, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.])] # Angular Velocities + +common = { + 'experiment_name': 'my_experiment' + '_' + \ + datetime.strftime(datetime.now(), '%m-%d-%y_%H-%M'), + 'experiment_dir': EXP_DIR, + 'data_files_dir': EXP_DIR + 'data_files/', + 'target_filename': EXP_DIR + 'target.npz', + 'log_filename': EXP_DIR + 'log.txt', + 'conditions': 1, +} + +# TODO(chelsea/zoe) : Move this code to a utility function +# Set up each condition. +''' +for i in xrange(common['conditions']): + + ja_x0, ee_pos_x0, ee_rot_x0 = load_pose_from_npz( + common['target_filename'], 'trial_arm', str(i), 'initial' + ) + ja_aux, _, _ = load_pose_from_npz( + common['target_filename'], 'auxiliary_arm', str(i), 'initial' + ) + _, ee_pos_tgt, ee_rot_tgt = load_pose_from_npz( + common['target_filename'], 'trial_arm', str(i), 'target' + ) + + x0 = np.zeros(32) + x0[:7] = ja_x0 + x0[14:(14+3*EE_POINTS.shape[0])] = np.ndarray.flatten( + get_ee_points(EE_POINTS, ee_pos_x0, ee_rot_x0).T + ) + + ee_tgt = np.ndarray.flatten( + get_ee_points(EE_POINTS, ee_pos_tgt, ee_rot_tgt).T + ) + + aux_x0 = np.zeros(7) + aux_x0[:] = ja_aux + + reset_condition = { + TRIAL_ARM: { + 'mode': JOINT_SPACE, + 'data': x0[0:7], + }, + AUXILIARY_ARM: { + 'mode': JOINT_SPACE, + 'data': aux_x0, + }, + } + + x0s.append(x0) + ee_tgts.append(ee_tgt) + reset_conditions.append(reset_condition) + +''' +if not os.path.exists(common['data_files_dir']): + os.makedirs(common['data_files_dir']) + +agent = { + 'type': AgentTurtlebot, + 'dt': 0.05, + 'conditions': common['conditions'], + 'T': 100, + 'x0': x0s, + #'ee_points_tgt': [np.array([5, 20, 0])], # TODO: CHECK THIS + 'reset_conditions': reset_conditions, + 'sensor_dims': SENSOR_DIMS, + 'state_include': [MOBILE_POSITION, MOBILE_ORIENTATION, \ + MOBILE_VELOCITIES_LINEAR, MOBILE_VELOCITIES_ANGULAR], + #'end_effector_points': EE_POINTS, + 'obs_include': [], +} + +algorithm = { + 'type': AlgorithmTrajOpt, + 'conditions': common['conditions'], + 'iterations': 10, +} + +''' +algorithm['init_traj_distr'] = { + 'type': init_lqr, + #'init_gains': 1.0 / PR2_GAINS, # TODO: CHECK THIS + 'init_acc': np.zeros(SENSOR_DIMS[ACTION]), + 'init_var': 1.0, + 'stiffness': 0.5, + 'stiffness_vel': 0.25, + 'final_weight': 50, + 'dt': agent['dt'], + 'T': agent['T'], +} +''' +algorithm['init_traj_distr'] = { + 'type': init_pd, + 'init_var': 5.0, + 'pos_gains': 0.0, + 'dQ': SENSOR_DIMS[ACTION], + 'dt': agent['dt'], + 'T': agent['T'], +} + + +# CHECK COST + +# TODO: CHECK THIS +''' +torque_cost = { + 'type': CostAction, + 'wu': 5e-3 / PR2_GAINS, +} + +fk_cost1 = { + 'type': CostFK, + # Target end effector is subtracted out of EE_POINTS in ROS so goal + # is 0. + 'target_end_effector': np.zeros(3 * EE_POINTS.shape[0]), + 'wp': np.ones(SENSOR_DIMS[END_EFFECTOR_POINTS]), + 'l1': 0.1, + 'l2': 0.0001, + 'ramp_option': RAMP_LINEAR, +} + +fk_cost2 = { + 'type': CostFK, + 'target_end_effector': np.zeros(3 * EE_POINTS.shape[0]), + 'wp': np.ones(SENSOR_DIMS[END_EFFECTOR_POINTS]), + 'l1': 1.0, + 'l2': 0.0, + 'wp_final_multiplier': 10.0, # Weight multiplier on final timestep. + 'ramp_option': RAMP_FINAL_ONLY, +} +algorithm['cost'] = { + 'type': CostSum, + 'costs': [torque_cost, fk_cost1, fk_cost2], + 'weights': [1.0, 1.0, 1.0], +} +''' + +''' +torque_cost = { + 'type': CostAction, + 'wu': 5e-3, +} +algorithm['cost'] = { + 'type': CostSum, + 'costs': [torque_cost], + 'weights': [1.0], +} +''' + +action_cost = { + 'type': CostAction, + 'wu': np.ones(SENSOR_DIMS[ACTION])*5e-5 +} + +state_cost = { + 'type': CostState, + 'data_types' : { + MOBILE_ORIENTATION: { + 'wp': np.ones(SENSOR_DIMS[MOBILE_ORIENTATION])*10., + 'target_state': np.array([0., 0., 0., 1.]), + }, + MOBILE_VELOCITIES_LINEAR: { + 'wp': np.ones(SENSOR_DIMS[MOBILE_VELOCITIES_LINEAR]), + 'target_state': np.array([0.5, 0., 0.]), + }, + MOBILE_VELOCITIES_ANGULAR: { + 'wp': np.ones(SENSOR_DIMS[MOBILE_VELOCITIES_ANGULAR])*0.25, + 'target_state': np.array([0., 0., 0.]), + }, + }, +} + +obstacle_cost = { + 'type': CostObstacle, + 'obstacle_type' : POSITION_NEAREST_OBSTACLE, + 'data_types' : { + MOBILE_POSITION: { + 'wp': np.ones(SENSOR_DIMS[MOBILE_POSITION]), + 'd_safe': 3.0 + }, + }, +} + +algorithm['cost'] = { + 'type': CostSum, + 'costs': [action_cost, state_cost, obstacle_cost], + 'weights': [1.0, 1.0, 10.0], +} + + +algorithm['dynamics'] = { + 'type': DynamicsLRPrior, + 'regularization': 1e-6, + 'prior': { + 'type': DynamicsPriorGMM, + 'max_clusters': 20, + 'min_samples_per_cluster': 40, + 'max_samples': 20, + }, +} + +algorithm['traj_opt'] = { + 'type': TrajOptLQRPython, +} + +algorithm['policy_opt'] = {} + +config = { + 'iterations': algorithm['iterations'], + 'common': common, + 'verbose_trials': 0, + 'agent': agent, + 'gui_on': True, + 'algorithm': algorithm, + 'num_samples': 5, +} + +common['info'] = generate_experiment_info(config) diff --git a/python/gps/agent/config.py b/python/gps/agent/config.py index 3b46c049b..bf62af476 100755 --- a/python/gps/agent/config.py +++ b/python/gps/agent/config.py @@ -55,6 +55,18 @@ 300.0, 0.0, 2.0, 2.0 ]), } + + AGENT_TURTLEBOT = { + #TODO: Check is needed to change these name ? + 'trial_command_topic': 'gps_controller_trial_command', + 'reset_command_topic': 'gps_controller_navigation_command', + 'data_request_topic': 'gps_controller_data_request', + 'sample_result_topic': 'gps_controller_report', + 'trial_timeout': 20, # Give this many seconds for a trial. + 'reset_conditions': [], # Defines reset modes + positions for + # trial and auxiliary arms. + 'frequency': 20, + } except ImportError as e: AGENT_ROS = {} LOGGER.debug('No ROS enabled: %s', e) diff --git a/python/gps/agent/ros/agent_turtlebot.py b/python/gps/agent/ros/agent_turtlebot.py new file mode 100644 index 000000000..9e9ad58ea --- /dev/null +++ b/python/gps/agent/ros/agent_turtlebot.py @@ -0,0 +1,149 @@ +''' +Created on Mar 3, 2017 + +@author: thobotics +''' +import copy +import time +import numpy as np + +import rospy + +from gps.agent.agent import Agent +from gps.agent.agent_utils import generate_noise, setup +from gps.agent.config import AGENT_TURTLEBOT +from gps.agent.ros.ros_utils import ServiceEmulator, msg_to_sample, \ + policy_to_msg, tf_policy_to_action_msg, tf_obs_msg_to_numpy +from gps.proto.gps_pb2 import TRIAL_ARM, AUXILIARY_ARM +from gps_agent_pkg.msg import TrialCommand, SampleResult, NavigationCommand, \ + DataRequest +from __builtin__ import raw_input + + +class AgentTurtlebot(Agent): + """ + All communication between the algorithms and ROS is done through + this class. + """ + def __init__(self, hyperparams, init_node=True): + """ + Initialize agent. + Args: + hyperparams: Dictionary of hyperparameters. + init_node: Whether or not to initialize a new ROS node. + """ + config = copy.deepcopy(AGENT_TURTLEBOT) + config.update(hyperparams) + Agent.__init__(self, config) + if init_node: + rospy.init_node('gps_agent_turtlebot_node') + self._init_pubs_and_subs() + self._seq_id = 0 # Used for setting seq in ROS commands. + + conditions = self._hyperparams['conditions'] + + self.x0 = [] + ''' + TOOD: CHECK THIS + for field in ('x0', 'ee_points_tgt', 'reset_conditions'): + self._hyperparams[field] = setup(self._hyperparams[field], + conditions) + ''' + self.x0 = self._hyperparams['x0'] + + r = rospy.Rate(1) + r.sleep() + + #self.use_tf = False + #self.observations_stale = True + + def _init_pubs_and_subs(self): + self._trial_service = ServiceEmulator( + self._hyperparams['trial_command_topic'], TrialCommand, + self._hyperparams['sample_result_topic'], SampleResult + ) + self._reset_service = ServiceEmulator( + self._hyperparams['reset_command_topic'], NavigationCommand, + self._hyperparams['sample_result_topic'], SampleResult + ) + self._data_service = ServiceEmulator( + self._hyperparams['data_request_topic'], DataRequest, + self._hyperparams['sample_result_topic'], SampleResult + ) + + def _get_next_seq_id(self): + self._seq_id = (self._seq_id + 1) % (2 ** 32) + return self._seq_id + + def get_data(self): + """ + Request for the most recent value for data/sensor readings. + Returns entire sample report (all available data) in sample. + """ + request = DataRequest() + request.id = self._get_next_seq_id() + request.arm = TRIAL_ARM + request.stamp = rospy.get_rostime() + result_msg = self._data_service.publish_and_wait(request) + # TODO - Make IDs match, assert that they match elsewhere here. + sample = msg_to_sample(result_msg, self) + return sample + + # TODO: CHECK THIS + def reset(self, condition): + """ + Reset the agent for a particular experiment condition. + Args: + condition: An index into hyperparams['reset_conditions']. + """ + condition_data = self._hyperparams['reset_conditions'][condition] + reset_command = NavigationCommand() + reset_command.position = condition_data[:2] + reset_command.quaternion = condition_data[3:7] + timeout = self._hyperparams['trial_timeout'] + reset_command.id = self._get_next_seq_id() + self._reset_service.publish_and_wait(reset_command, timeout=timeout) + time.sleep(2.0) # useful for the real robot, so it stops completely + + # TODO: CHECK THIS + def sample(self, policy, condition, verbose=True, save=True, noisy=True): + """ + Reset and execute a policy and collect a sample. + Args: + policy: A Policy object. + condition: Which condition setup to run. + verbose: Unused for this agent. + save: Whether or not to store the trial into the samples. + noisy: Whether or not to use noise during sampling. + Returns: + sample: A Sample object. + """ + + self.reset(condition) + # Generate noise. + if noisy: + noise = generate_noise(self.T, self.dU, self._hyperparams) + else: + noise = np.zeros((self.T, self.dU)) + + # Execute trial. + trial_command = TrialCommand() + trial_command.id = self._get_next_seq_id() + trial_command.controller = policy_to_msg(policy, noise) + trial_command.T = self.T + trial_command.id = self._get_next_seq_id() + trial_command.frequency = self._hyperparams['frequency'] + # ee_points and ee_points_tgt is uneccesary for mobile robot + trial_command.ee_points = [] + trial_command.ee_points_tgt = [] + trial_command.state_datatypes = self._hyperparams['state_include'] + trial_command.obs_datatypes = self._hyperparams['state_include'] + + sample_msg = self._trial_service.publish_and_wait( + trial_command, timeout=self._hyperparams['trial_timeout'] + ) + + sample = msg_to_sample(sample_msg, self) + if save: + self._samples[condition].append(sample) + return sample \ No newline at end of file diff --git a/python/tests/test_turtlebot/turtlebot.py b/python/tests/test_turtlebot/turtlebot.py new file mode 100644 index 000000000..d6b9edd7e --- /dev/null +++ b/python/tests/test_turtlebot/turtlebot.py @@ -0,0 +1,101 @@ +#import matplotlib as mpl +#mpl.use('Qt4Agg') + +import os +import os.path +import sys +import numpy as np +import imp +import Box2D as b2 +from copy import deepcopy +# Add gps/python to path so that imports work. +gps_path = os.path.abspath(os.path.join(os.path.dirname(__file__), '../..', '')) +sys.path.append(gps_path) + +from gps.agent.ros.agent_turtlebot import AgentTurtlebot +from gps.gui.gps_training_gui import GPSTrainingGUI +from gps.utility.data_logger import DataLogger +from gps.sample.sample_list import SampleList +from gps.proto.gps_pb2 import END_EFFECTOR_POINTS, END_EFFECTOR_POINT_VELOCITIES, POSITION_NEAREST_OBSTACLE, ACTION +from gps.sample.sample import Sample +from gps.algorithm.cost.cost_obstacles import CostObstacle +from gps.algorithm.cost.cost_state import CostState +from gps.utility.data_logger import DataLogger +from gps.agent.agent_utils import generate_noise, setup +from gps.agent.config import AGENT +from gps.algorithm.cost.cost_utils import evalhinglel2loss, evall1l2term, evallogl2term +from scipy.stats import multivariate_normal +from numpy.linalg import LinAlgError +from gps.algorithm.traj_opt.mpc_traj_opt import MpcTrajOpt +from gps.algorithm.policy.lin_gauss_init import init_pd +from math import ceil +import scipy as sp +import time + +config = None + +def loadExperiment(exp_name): + from gps import __file__ as gps_filepath + gps_filepath = os.path.abspath(gps_filepath) + gps_dir = '/'.join(str.split(gps_filepath, '/')[:-3]) + '/' + exp_dir = gps_dir + 'experiments/' + exp_name + '/' + hyperparams_file = exp_dir + 'hyperparams.py' + + print hyperparams_file + + if not os.path.exists(hyperparams_file): + sys.exit("Experiment '%s' does not exist.\nDid you create '%s'?" % + (exp_name, hyperparams_file)) + + hyperparams = imp.load_source('hyperparams', hyperparams_file) + + return hyperparams + +def runTest(itr_load): + data_files_dir = config['common']['data_files_dir'] + data_logger = DataLogger() + + algorithm_file = data_files_dir + 'algorithm_itr_%02d.pkl' % itr_load + algorithm = data_logger.unpickle(algorithm_file) + if algorithm is None: + print("Error: cannot find '%s.'" % algorithm_file) + os._exit(1) # called instead of sys.exit(), since this is in a thread + + pol = algorithm.cur[0].traj_distr + #pol = algorithm.policy_opt.policy + agent_hyperparams = deepcopy(AGENT) + agent_hyperparams.update(config['agent']) + + x0s = agent_hyperparams["x0"] + for cond in range(len(x0s)): + T = agent_hyperparams['T'] + dX = x0s[cond].shape[0] + dU = agent_hyperparams['sensor_dims'][ACTION] + + agent_hyperparams['render'] = True + agent = config['agent']['type'](agent_hyperparams) + + ''' + while True: + sample = agent.get_data() + raw_input("Get data") + ''' + # Sample using offline trajectory distribution. + for i in range(config['num_samples']): + agent.sample(pol, cond) + +def main(): + print 'running ros' + + exp_name = "turtlebot_example" + hyperparams = loadExperiment(exp_name) + global config + config = hyperparams.config + + #runExperiment() + argv = sys.argv + runTest(int(argv[1])) + print "pass test" + +if __name__ == '__main__': + main() diff --git a/src/gps_agent_pkg/CMakeLists.txt b/src/gps_agent_pkg/CMakeLists.txt index c669f7c9f..b327a86f5 100644 --- a/src/gps_agent_pkg/CMakeLists.txt +++ b/src/gps_agent_pkg/CMakeLists.txt @@ -54,8 +54,12 @@ set(DDP_FILES src/robotplugin.cpp src/trialcontroller.cpp src/encodersensor.cpp src/encoderfilter.cpp - src/rostopicsensor.cpp - src/util.cpp) + src/rostopicsensor.cpp + src/util.cpp + src/turtlebot.cpp + src/mobilerobotsensor.cpp + src/navcontroller.cpp +) # Include Caffe if (USE_CAFFE) @@ -98,6 +102,12 @@ rosbuild_add_library(gps_agent_lib ${DDP_FILES}) #rosbuild_add_executable(point_head src/point_head.cpp) #rosbuild_add_executable(torso src/torso.cpp) +# ADDED BY THOBOTICS +rosbuild_add_executable(turtlebot_node src/turtlebot_node.cpp) +target_link_libraries(turtlebot_node gps_agent_lib) +#target_link_libraries(turtlebot_node ${catkin_LIBRARIES}) +#add_dependencies(turtlebot_test beginner_tutorials_generate_messages_cpp) + # Include Caffe in controller if (USE_CAFFE) target_link_libraries(gps_agent_lib caffe protobuf) diff --git a/src/gps_agent_pkg/include/gps_agent_pkg/mobilerobotsensor.h b/src/gps_agent_pkg/include/gps_agent_pkg/mobilerobotsensor.h new file mode 100644 index 000000000..b7d72ce25 --- /dev/null +++ b/src/gps_agent_pkg/include/gps_agent_pkg/mobilerobotsensor.h @@ -0,0 +1,119 @@ +/* + * mobilerobotsensor.h + * + * Created on: Mar 8, 2017 + * Author: thobotics + */ + +#ifndef GPS_AGENT_PKG_INCLUDE_MOBILEROBOTSENSOR_H_ +#define GPS_AGENT_PKG_INCLUDE_MOBILEROBOTSENSOR_H_ + +#include "gps/proto/gps.pb.h" + +// Superclass. +#include "gps_agent_pkg/sensor.h" +#include "gps_agent_pkg/sample.h" + +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include "flann/flann.hpp" + +// This sensor writes to the following data types: +// MOBILE_POSITION +// MOBILE_ORIENTATION +// MOBILE_VELOCITIES_LINEAR +// MOBILE_VELOCITIES_ANGULAR +// POSITION_NEAREST_OBSTACLE + +using namespace std; + +namespace gps_control +{ +static const double PI= 3.1415926535897932384626433832795028841971693993751058209749445923078164062862089986280348; +static const double TWO_PI= 6.2831853071795864769252867665590057683943387987502116419498891846156328125724179972560696; +static const double minusPI= -3.1415926535897932384626433832795028841971693993751058209749445923078164062862089986280348; + +struct Point { + float a; + float b; + int member; + int p_idx; + Point(float x, float y) : a(x), b(y), member(-1), p_idx(0) {} + Point() : a(0), b(0), member(-1), p_idx(0) {} + inline bool operator==(Point p) { + if (p.a == a && p.b == b) + return true; + else + return false; + } +}; + +struct MinDistResult { + Point p; + double dist; +}; + +class MobileRobotSensor: public Sensor +{ +private: + // TODO: Does it need to change to ROS style + // Pose + Eigen::VectorXd position_; + Eigen::VectorXd orientation_; + // Velocities + Eigen::VectorXd linear_velocities_; + Eigen::VectorXd angular_velocities_; + // Position to nearest obstacle + Eigen::VectorXd nearest_obstacle_; + // Subscribers + ros::Subscriber subscriber_; + std::string topic_name_; + + // Time from last update when the previous pose were recorded (necessary to compute velocities). + ros::Time previous_pose_time_; + + tf::TransformListener* tf_; + costmap_2d::Costmap2DROS* costmap_ros_; + + // Building obstacle tree + boost::mutex cost_map_mutex_; + char* cost_translation_table_; + nav_msgs::GridCells cost_map; + flann::Index > * obs_tree; + flann::Matrix * data; + + // Auxiliary function + double mod(double x, double y); + double distance(double pose_x, double pose_y, double obx, double oby); + geometry_msgs::Pose getCurrentRobotPose(); + void updateObstacleTree(costmap_2d::Costmap2D *costmap); + vector find_points_within_threshold(Point newPoint, double threshold); + MinDistResult find_nearest_neighbor(Point queryPoint); + double min_distance_to_obstacle(geometry_msgs::Pose local_current_pose, double *heading, Point *obs_pose); + void update_data_vector(const nav_msgs::Odometry::ConstPtr& msg); + +public: + // Constructor. + MobileRobotSensor(ros::NodeHandle& n, RobotPlugin *plugin); + // Destructor. + virtual ~MobileRobotSensor(); + // Update the sensor (called every tick). + virtual void update(RobotPlugin *plugin, ros::Time current_time, bool is_controller_step); + // Configure the sensor (for sensor-specific trial settings). + virtual void configure_sensor(OptionsMap &options); + // Set data format and meta data on the provided sample. + virtual void set_sample_data_format(boost::scoped_ptr& sample); + // Set data on the provided sample. + virtual void set_sample_data(boost::scoped_ptr& sample, int t); +}; +} + + +#endif /* GPS_AGENT_PKG_INCLUDE_MOBILEROBOTSENSOR_H_ */ diff --git a/src/gps_agent_pkg/include/gps_agent_pkg/navcontroller.h b/src/gps_agent_pkg/include/gps_agent_pkg/navcontroller.h new file mode 100644 index 000000000..3be5377df --- /dev/null +++ b/src/gps_agent_pkg/include/gps_agent_pkg/navcontroller.h @@ -0,0 +1,52 @@ +/* + * navcontroller.h + * + * Created on: Mar 8, 2017 + * Author: thobotics + */ + +#ifndef GPS_AGENT_PKG_INCLUDE_GPS_AGENT_PKG_NAVCONTROLLER_H_ +#define GPS_AGENT_PKG_INCLUDE_GPS_AGENT_PKG_NAVCONTROLLER_H_ + +// Headers. +#include + +// Superclass. +#include "gps_agent_pkg/controller.h" +#include "gps/proto/gps.pb.h" +#include + +namespace gps_control +{ + +class NavController : public Controller +{ +private: + // Pose + Eigen::VectorXd position_; + Eigen::VectorXd orientation_; + // Agent move_base publisher + ros::Publisher nav_pub_; + // TODO: Change this by checking error + bool finished_; +public: + // Constructor. + NavController(ros::NodeHandle& n); + // Destructor. + virtual ~NavController(); + // Update the controller (take an action). + virtual void update(RobotPlugin *plugin, ros::Time current_time, boost::scoped_ptr& sample, Eigen::VectorXd &torques); + // Configure the controller. + virtual void configure_controller(OptionsMap &options); + // Check if controller is finished with its current task. + virtual bool is_finished() const; + // Reset the controller -- this is typically called when the controller is turned on. + virtual void reset(ros::Time update_time); + // Should this report when position achieved? + bool report_waiting; +}; +} + + + +#endif /* GPS_AGENT_PKG_INCLUDE_GPS_AGENT_PKG_NAVCONTROLLER_H_ */ diff --git a/src/gps_agent_pkg/include/gps_agent_pkg/sensor.h b/src/gps_agent_pkg/include/gps_agent_pkg/sensor.h index 1d9d65c77..1f2d622d6 100755 --- a/src/gps_agent_pkg/include/gps_agent_pkg/sensor.h +++ b/src/gps_agent_pkg/include/gps_agent_pkg/sensor.h @@ -25,6 +25,7 @@ enum SensorType EncoderSensorType = 0, ROSTopicSensorType = 1, CameraSensorType, + MobileSensorType, TotalSensorTypes }; diff --git a/src/gps_agent_pkg/include/gps_agent_pkg/turtlebot.h b/src/gps_agent_pkg/include/gps_agent_pkg/turtlebot.h new file mode 100644 index 000000000..2615aeb51 --- /dev/null +++ b/src/gps_agent_pkg/include/gps_agent_pkg/turtlebot.h @@ -0,0 +1,137 @@ +/* + * turtlebot.h + * + * Created on: Mar 5, 2017 + * Author: thobotics + */ + +#ifndef GPS_AGENT_PKG_INCLUDE_GPS_AGENT_PKG_TURTLEBOT_H_ +#define GPS_AGENT_PKG_INCLUDE_GPS_AGENT_PKG_TURTLEBOT_H_ + + +#include +#include +#include +#include +#include +#include +#include +#include + +#include "gps_agent_pkg/NavigationCommand.h" +#include "gps_agent_pkg/TrialCommand.h" +#include "gps_agent_pkg/SampleResult.h" +#include "gps_agent_pkg/DataRequest.h" +#include "gps_agent_pkg/sensor.h" +#include "gps_agent_pkg/controller.h" +#include "gps_agent_pkg/navcontroller.h" +#include "gps_agent_pkg/robotplugin.h" +#include "gps/proto/gps.pb.h" + +// Convenience defines. +#define ros_publisher_ptr(X) boost::scoped_ptr > +#define MAX_TRIAL_LENGTH 2000 + +namespace gps_control +{ +/* +// Controllers. +class TrialController; +// Sensors. +class Sensor; +// Sample. +class Sample; +// Custom ROS messages. +class SampleResult; +class TrialCommand;*/ + +class Turtlebot: public RobotPlugin { + /*protected: + ros::Time last_update_time_; + // Current trial controller (if any). + boost::scoped_ptr trial_controller_; + // Sensor data for the current time step. + boost::scoped_ptr current_time_step_sample_; + // Sensors. + std::vector > sensors_; + // Subscriber trial commands. + ros::Subscriber trial_subscriber_; + // Subscriber for current state report request. + ros::Subscriber data_request_subscriber_; + // Publishers. + // Publish result of a trial, completion of position command, or just a report. + ros_publisher_ptr(gps_agent_pkg::SampleResult) report_publisher_; + // Is a trial arm data request pending? + bool trial_data_request_waiting_; + // Are the sensors initialized? + bool sensors_initialized_; + // Is everything initialized for the trial controller? + bool controller_initialized_;*/ +public: + // Constructor (this should do nothing). + Turtlebot(); + // Destructor. + virtual ~Turtlebot(); + + // Init all things needed + void init(ros::NodeHandle& n); + // This is the main update function called by the realtime thread when the controller is running. + void update(); + // This is called by the controller manager before starting the controller. + void starting(); + // This is called by the controller manager before stopping the controller. + void stopping(); +private: + // Counter for keeping track of controller steps. + int controller_counter_; + // Length of controller steps in ms. + int controller_step_length_; + // Position controller for passive arm. + boost::scoped_ptr nav_controller_; + // Linear velocities size + int linear_velocities_size_; + // Angular velocities size + int angular_velocities_size_; + // Action publisher + ros::Publisher cmd_pub_; + + // Initialize all of the ROS subscribers and publishers. + void initialize_ros(ros::NodeHandle& n); + // Initialize all of the sensors (this also includes FK computation objects). + void initialize_sensors(ros::NodeHandle& n); + // TODO: Comment + //void initialize_sample(boost::scoped_ptr& sample, gps::ActuatorType actuator_type); + // Initialize all of the position controllers. + void initialize_position_controllers(ros::NodeHandle& n); + + //Helper method to configure all sensors + //void configure_sensors(OptionsMap &opts); + + // Report publishers + // Publish a sample with data from up to T timesteps + //void publish_sample_report(boost::scoped_ptr& sample, int T=1); + + // Subscriber callbacks. + // Position command callback. + void nav_subscriber_callback(const gps_agent_pkg::NavigationCommand::ConstPtr& msg); + // Trial command callback. + void trial_subscriber_callback(const gps_agent_pkg::TrialCommand::ConstPtr& msg); + // Data request callback. + void data_request_subscriber_callback(const gps_agent_pkg::DataRequest::ConstPtr& msg); + + // Update functions. + // Update the sensors at each time step. + //void update_sensors(ros::Time current_time, bool is_controller_step); + // Update the controllers at each time step. + void update_controllers(ros::Time current_time, bool is_controller_step); + // Accessors. + // Get current time. + virtual ros::Time get_current_time() const; + // Get sensor + //Sensor *get_sensor(SensorType sensor, gps::ActuatorType actuator_type); + // This should be empty + void get_joint_encoder_readings(Eigen::VectorXd &angles, gps::ActuatorType arm) const; +}; +} + +#endif /* GPS_AGENT_PKG_INCLUDE_GPS_AGENT_PKG_TURTLEBOT_H_ */ diff --git a/src/gps_agent_pkg/include/gps_agent_pkg/turtlebot_test.h b/src/gps_agent_pkg/include/gps_agent_pkg/turtlebot_test.h new file mode 100644 index 000000000..8d7225e83 --- /dev/null +++ b/src/gps_agent_pkg/include/gps_agent_pkg/turtlebot_test.h @@ -0,0 +1,26 @@ +#include +#include +#include +#include +#include +#include +#include + +#include "gps_agent_pkg/TrialCommand.h" +#include "gps_agent_pkg/SampleResult.h" +#include "gps_agent_pkg/DataRequest.h" +#include "gps/proto/gps.pb.h" + +// Convenience defines. +#define ros_publisher_ptr(X) boost::scoped_ptr > +#define MAX_TRIAL_LENGTH 2000 + +// Controllers. +class TrialController; +// Sensors. +class Sensor; +// Sample. +class Sample; +// Custom ROS messages. +class SampleResult; +class TrialCommand; diff --git a/src/gps_agent_pkg/launch/include/world_stage.launch b/src/gps_agent_pkg/launch/include/world_stage.launch new file mode 100644 index 000000000..5921fbb04 --- /dev/null +++ b/src/gps_agent_pkg/launch/include/world_stage.launch @@ -0,0 +1,96 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/src/gps_agent_pkg/launch/turtlebot_gps.launch b/src/gps_agent_pkg/launch/turtlebot_gps.launch 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/dev/null +++ b/src/gps_agent_pkg/maps/willow-full.yaml @@ -0,0 +1,6 @@ +image: willow-full.pgm +resolution: 0.100000 +origin: [0.0, 0.0, 0.0] +negate: 0 +occupied_thresh: 0.65 +free_thresh: 0.196 \ No newline at end of file diff --git a/src/gps_agent_pkg/msg/MobileCommand.msg b/src/gps_agent_pkg/msg/MobileCommand.msg new file mode 100644 index 000000000..734f66351 --- /dev/null +++ b/src/gps_agent_pkg/msg/MobileCommand.msg @@ -0,0 +1,12 @@ +# This message is published to the C++ controller to start +# a mobile robot +int32 id # ID must be echoed back in SampleResult +ControllerParams controller + +# Trial information +int32 T # Trajectory length +float64 frequency # Controller frequency +int8[] state_datatypes # Which data types to include in state +int8[] obs_datatypes # Which data types to include in observation +float64[] position_tgt # A 3x1 array containing target position +float64[] quaternion_tgt # A 4x1 array containing target orientation diff --git a/src/gps_agent_pkg/msg/NavigationCommand.msg b/src/gps_agent_pkg/msg/NavigationCommand.msg new file mode 100644 index 000000000..0737edfa2 --- /dev/null +++ b/src/gps_agent_pkg/msg/NavigationCommand.msg @@ -0,0 +1,3 @@ +int32 id # ID must be echoed back in SampleResult +float64[] position +float64[] quaternion diff --git a/src/gps_agent_pkg/param/costmap_common_params.yaml b/src/gps_agent_pkg/param/costmap_common_params.yaml new file mode 100644 index 000000000..e9276649d --- /dev/null +++ b/src/gps_agent_pkg/param/costmap_common_params.yaml @@ -0,0 +1,53 @@ +max_obstacle_height: 0.60 # assume something like an arm is mounted on top of the robot + +# Obstacle Cost Shaping (http://wiki.ros.org/costmap_2d/hydro/inflation) +robot_radius: 0.20 # distance a circular robot should be clear of the obstacle (kobuki: 0.18) +# footprint: [[x0, y0], [x1, y1], ... [xn, yn]] # if the robot is not circular + +map_type: voxel + +obstacle_layer: + enabled: true + max_obstacle_height: 0.6 + origin_z: 0.0 + z_resolution: 0.2 + z_voxels: 2 + unknown_threshold: 15 + mark_threshold: 0 + combination_method: 1 + track_unknown_space: true #true needed for disabling global path planning through unknown space + obstacle_range: 2.5 + raytrace_range: 3.0 + origin_z: 0.0 + z_resolution: 0.2 + z_voxels: 2 + publish_voxel_map: false + observation_sources: scan bump + global_frame: odom + robot_base_frame: /base_footprint + scan: + data_type: LaserScan + topic: scan + marking: true + clearing: true + min_obstacle_height: 0.25 + max_obstacle_height: 0.35 + bump: + data_type: PointCloud2 + topic: mobile_base/sensors/bumper_pointcloud + marking: true + clearing: false + min_obstacle_height: 0.0 + max_obstacle_height: 0.15 + # for debugging only, let's you see the entire voxel grid + +#cost_scaling_factor and inflation_radius were now moved to the inflation_layer ns +inflation_layer: + enabled: true + cost_scaling_factor: 5.0 # exponential rate at which the obstacle cost drops off (default: 10) + inflation_radius: 0.5 # max. distance from an obstacle at which costs are incurred for planning paths. + +static_layer: + enabled: true + + diff --git a/src/gps_agent_pkg/param/local_costmap_params.yaml b/src/gps_agent_pkg/param/local_costmap_params.yaml new file mode 100644 index 000000000..60469e320 --- /dev/null +++ b/src/gps_agent_pkg/param/local_costmap_params.yaml @@ -0,0 +1,14 @@ +local_costmap: + global_frame: odom + robot_base_frame: /base_footprint + update_frequency: 10.0 + publish_frequency: 2.0 + static_map: false + rolling_window: true + width: 5.0 + height: 5.0 + resolution: 0.05 + transform_tolerance: 0.5 + plugins: + - {name: obstacle_layer, type: "costmap_2d::VoxelLayer"} + - {name: inflation_layer, type: "costmap_2d::InflationLayer"} diff --git a/src/gps_agent_pkg/param/turtlebot.rviz b/src/gps_agent_pkg/param/turtlebot.rviz new file mode 100644 index 000000000..d6e26a45e --- /dev/null +++ b/src/gps_agent_pkg/param/turtlebot.rviz @@ -0,0 +1,360 @@ +Panels: + - Class: rviz/Displays + Help Height: 81 + Name: Displays + Property Tree Widget: + Expanded: + - /RobotModel1 + - /TF1/Frames1 + - /TF1/Tree1 + - /CostMap1 + Splitter Ratio: 0.5 + Tree Height: 505 + - Class: rviz/Selection + Name: Selection + - Class: rviz/Tool Properties + Expanded: + - /2D Pose Estimate1 + - /2D Nav Goal1 + Name: Tool Properties + Splitter Ratio: 0.588679 + - Class: rviz/Views + Expanded: + - /Current View1 + Name: Views + Splitter Ratio: 0.5 + - Class: rviz/Time + Experimental: false + Name: Time + SyncMode: 0 + SyncSource: LaserScan (kinect) +Visualization Manager: + Class: "" + Displays: + - Alpha: 0.5 + Cell Size: 1 + Class: rviz/Grid + Color: 160; 160; 164 + Enabled: true + Line Style: + Line Width: 0.03 + Value: Lines + Name: Grid + Normal Cell Count: 0 + Offset: + X: 0 + Y: 0 + Z: 0 + Plane: XY + Plane Cell Count: 10 + Reference Frame: + Value: true + - Alpha: 1 + Class: rviz/RobotModel + Collision Enabled: false + Enabled: true + Links: + All Links Enabled: true + Expand Joint Details: false + Expand Link Details: false + Expand Tree: false + Link Tree Style: Links in Alphabetic Order + base_footprint: + Alpha: 1 + Show Axes: false + Show Trail: false + base_link: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + camera_depth_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_depth_optical_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_link: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + camera_rgb_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_rgb_optical_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + caster_back_link: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + caster_front_link: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + cliff_sensor_front_link: + Alpha: 1 + Show Axes: false + Show Trail: false + cliff_sensor_left_link: + Alpha: 1 + Show Axes: false + Show Trail: false + cliff_sensor_right_link: + Alpha: 1 + Show Axes: false + Show Trail: false + gyro_link: + Alpha: 1 + Show Axes: false + Show Trail: false + mount_asus_xtion_pro_link: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + plate_bottom_link: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + plate_middle_link: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + plate_top_link: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + pole_bottom_0_link: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + pole_bottom_1_link: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + pole_bottom_2_link: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + pole_bottom_3_link: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + pole_bottom_4_link: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + pole_bottom_5_link: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + pole_kinect_0_link: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + pole_kinect_1_link: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + pole_middle_0_link: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + pole_middle_1_link: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + pole_middle_2_link: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + pole_middle_3_link: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + pole_top_0_link: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + pole_top_1_link: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + pole_top_2_link: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + pole_top_3_link: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + wheel_left_link: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + wheel_right_link: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + Name: RobotModel + Robot Description: robot_description + TF Prefix: "" + Update Interval: 0 + Value: true + Visual Enabled: true + - Class: rviz/TF + Enabled: false + Frame Timeout: 15 + Frames: + All Enabled: false + Marker Scale: 1 + Name: TF + Show Arrows: true + Show Axes: true + Show Names: false + Tree: + {} + Update Interval: 0 + Value: false + - Alpha: 1 + Autocompute Intensity Bounds: true + Autocompute Value Bounds: + Max Value: 10 + Min Value: -10 + Value: true + Axis: Z + Channel Name: intensity + Class: rviz/LaserScan + Color: 255; 255; 255 + Color Transformer: Intensity + Decay Time: 0 + Enabled: true + Invert Rainbow: false + Max Color: 255; 255; 255 + Max Intensity: 1 + Min Color: 0; 0; 0 + Min Intensity: 1 + Name: LaserScan (kinect) + Position Transformer: XYZ + Queue Size: 10 + Selectable: true + Size (Pixels): 3 + Size (m): 0.01 + Style: Squares + Topic: /scan + Unreliable: false + Use Fixed Frame: true + Use rainbow: true + Value: true + - Alpha: 0.7 + Class: rviz/Map + Color Scheme: map + Draw Behind: false + Enabled: true + Name: Map + Topic: /map + Unreliable: false + Value: true + - Alpha: 0.7 + Class: rviz/Map + Color Scheme: costmap + Draw Behind: false + Enabled: true + Name: CostMap + Topic: /turtlebot_node/local_costmap/costmap + Unreliable: false + Value: true + - Angle Tolerance: 0.1 + Class: rviz/Odometry + Color: 48; 48; 48 + Enabled: true + Keep: 1 + Length: 0.4 + Name: Odometry + Position Tolerance: 0.1 + Topic: /odom + Value: true + Enabled: true + Global Options: + Background Color: 48; 48; 48 + Fixed Frame: map + Frame Rate: 30 + Name: root + Tools: + - Class: rviz/MoveCamera + - Class: rviz/Interact + Hide Inactive Objects: true + - Class: rviz/Select + - Class: rviz/SetInitialPose + Topic: /initialpose + - Class: rviz/SetGoal + Topic: /move_base_simple/goal + - Class: rviz/Measure + Value: true + Views: + Current: + Class: rviz/Orbit + Distance: 32.1943 + Enable Stereo Rendering: + Stereo Eye Separation: 0.06 + Stereo Focal Distance: 1 + Swap Stereo Eyes: false + Value: false + Focal Point: + X: 7.49492 + Y: 0.5732 + Z: -0.201593 + Name: Current View + Near Clip Distance: 0.01 + Pitch: 1.5198 + Target Frame: base_link + Value: Orbit (rviz) + Yaw: 4.74321 + Saved: ~ +Window Geometry: + Displays: + collapsed: false + Height: 744 + Hide Left Dock: false + Hide Right Dock: false + QMainWindow State: 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 + Selection: + collapsed: false + Time: + collapsed: false + Tool Properties: + collapsed: false + Views: + collapsed: false + Width: 1366 + X: 0 + Y: 24 diff --git a/src/gps_agent_pkg/src/mobilerobotsensor.cpp b/src/gps_agent_pkg/src/mobilerobotsensor.cpp new file mode 100644 index 000000000..3d648f099 --- /dev/null +++ b/src/gps_agent_pkg/src/mobilerobotsensor.cpp @@ -0,0 +1,416 @@ +/* + * mobilerobotsensor.cpp + * + * Created on: Mar 8, 2017 + * Author: thobotics + */ + +#include "gps_agent_pkg/mobilerobotsensor.h" +#include "gps_agent_pkg/turtlebot.h" + +using namespace gps_control; + +// Constructor. +MobileRobotSensor::MobileRobotSensor(ros::NodeHandle& n, RobotPlugin *plugin): Sensor(n, plugin) +{ + // Initialize pose. + position_.resize(3); + orientation_.resize(4); // Quaternion + + // Initialize velocities + linear_velocities_.resize(3); + angular_velocities_.resize(3); + + // Initial position of nearest obstacle. + nearest_obstacle_.resize(3); + + // Initialize cost map + // TODO: Is needed to create costmap_server and costmap_translator separately + tf_ = new tf::TransformListener(ros::Duration(10)); + costmap_ros_ = new costmap_2d::Costmap2DROS("local_costmap", *tf_); + costmap_ros_->start(); + + // For compute obstacle tree + // NOTE: Copy from costmap_2d_publisher. + data = NULL; + obs_tree = NULL; + if (cost_translation_table_ == NULL) + { + cost_translation_table_ = new char[256]; + + // special values: + cost_translation_table_[0] = 0; // NO obstacle + cost_translation_table_[253] = 99; // INSCRIBED obstacle + cost_translation_table_[254] = 100; // LETHAL obstacle + cost_translation_table_[255] = -1; // UNKNOWN + + // regular cost values scale the range 1 to 252 (inclusive) to fit + // into 1 to 98 (inclusive). + for (int i = 1; i < 253; i++) + { + cost_translation_table_[ i ] = char(1 + (97 * (i - 1)) / 251); + } + } + + // Initialize subscriber + // TODO: Get topic name by parameter + topic_name_ = "/odom"; + subscriber_ = n.subscribe(topic_name_, 1, &MobileRobotSensor::update_data_vector, this); + + // Set time. + previous_pose_time_ = ros::Time(0.0); // This ignores the velocities on the first step. +} + +// Destructor. +MobileRobotSensor::~MobileRobotSensor() +{ + // Nothing to do here. +} + +// Update the sensor (called every tick). +void MobileRobotSensor::update(RobotPlugin *plugin, ros::Time current_time, bool is_controller_step) +{ + if (is_controller_step) + { + // Must call this before finding the closest obstacle + updateObstacleTree(costmap_ros_->getCostmap()); + + // TODO: Update current robot pose, velocities + double update_time = current_time.toSec() - previous_pose_time_.toSec(); + // ... + // Update stored time. + + // Find the nearest obstacle, default is -1000.0, -1000.0 + double obstacle_heading = 0.0; + Point obs_pose(-1000.0,-1000.0); + geometry_msgs::Pose cur_pose = getCurrentRobotPose(); + double minDist = min_distance_to_obstacle(cur_pose, &obstacle_heading, &obs_pose); + nearest_obstacle_[0] = obs_pose.a; + nearest_obstacle_[1] = obs_pose.b; + nearest_obstacle_[2] = 0.0; + + previous_pose_time_ = current_time; + } +} + +void MobileRobotSensor::configure_sensor(OptionsMap &options) +{ + ROS_INFO("configuring mobilerobotsensor"); +} + +// Set data format and meta data on the provided sample. +void MobileRobotSensor::set_sample_data_format(boost::scoped_ptr& sample) +{ + // Set position size and format. + OptionsMap position_metadata; + sample->set_meta_data(gps::MOBILE_POSITION,position_.size(),SampleDataFormatEigenVector,position_metadata); + + // Set orientation size and format. + OptionsMap orientation_metadata; + sample->set_meta_data(gps::MOBILE_ORIENTATION,orientation_.size(),SampleDataFormatEigenVector,orientation_metadata); + + // Set nearest obstacle size and format. + OptionsMap nearest_obstacle_metadata; + sample->set_meta_data(gps::POSITION_NEAREST_OBSTACLE,nearest_obstacle_.size(),SampleDataFormatEigenVector,nearest_obstacle_metadata); + + // Set linear velocities size and format. + OptionsMap linear_velocities_metadata; + sample->set_meta_data(gps::MOBILE_VELOCITIES_LINEAR,linear_velocities_.size(),SampleDataFormatEigenVector,linear_velocities_metadata); + + // Set angular velocities size and format. + OptionsMap angular_velocities_metadata; + sample->set_meta_data(gps::MOBILE_VELOCITIES_ANGULAR,angular_velocities_.size(),SampleDataFormatEigenVector,angular_velocities_metadata); + +} + +// Set data on the provided sample. +void MobileRobotSensor::set_sample_data(boost::scoped_ptr& sample, int t) +{ + // Set position. + sample->set_data_vector(t,gps::MOBILE_POSITION,position_.data(),position_.size(),SampleDataFormatEigenVector); + + // Set orientation. + sample->set_data_vector(t,gps::MOBILE_ORIENTATION,orientation_.data(),orientation_.size(),SampleDataFormatEigenVector); + + // Set nearest obstacle. + sample->set_data_vector(t,gps::POSITION_NEAREST_OBSTACLE,nearest_obstacle_.data(),nearest_obstacle_.size(),SampleDataFormatEigenVector); + + // Set linear velocities. + sample->set_data_vector(t,gps::MOBILE_VELOCITIES_LINEAR,linear_velocities_.data(),linear_velocities_.size(),SampleDataFormatEigenVector); + + // Set angular velocities. + sample->set_data_vector(t,gps::MOBILE_VELOCITIES_ANGULAR,angular_velocities_.data(),angular_velocities_.size(),SampleDataFormatEigenVector); +} + +geometry_msgs::Pose MobileRobotSensor::getCurrentRobotPose() +{ + // Get robot pose from local cost_map + /*tf::Stamped robot_pose; + costmap_ros_->getRobotPose(robot_pose); + + geometry_msgs::PoseStamped result; + tf::poseStampedTFToMsg(robot_pose, result); + + return result.pose;*/ + + geometry_msgs::Pose pose; + pose.position.x = position_[0]; + pose.position.y = position_[1]; + pose.position.z = position_[2]; + + pose.orientation.x = orientation_[0]; + pose.orientation.y = orientation_[1]; + pose.orientation.z = orientation_[2]; + pose.orientation.w = orientation_[3]; + + return pose; +} + +void MobileRobotSensor::update_data_vector(const nav_msgs::Odometry::ConstPtr& msg) +{ + // Update current robot pose and velocites + position_[0] = msg->pose.pose.position.x; + position_[1] = msg->pose.pose.position.y; + position_[2] = msg->pose.pose.position.z; + + orientation_[0] = msg->pose.pose.orientation.x; + orientation_[1] = msg->pose.pose.orientation.y; + orientation_[2] = msg->pose.pose.orientation.z; + orientation_[3] = msg->pose.pose.orientation.w; + + linear_velocities_[0] = msg->twist.twist.linear.x; + linear_velocities_[1] = msg->twist.twist.linear.y; + linear_velocities_[2] = msg->twist.twist.linear.z; + + angular_velocities_[0] = msg->twist.twist.angular.x; + angular_velocities_[1] = msg->twist.twist.angular.y; + angular_velocities_[2] = msg->twist.twist.angular.z; +} + +void MobileRobotSensor::updateObstacleTree(costmap_2d::Costmap2D *costmap) +{ + // Create occupancy grid message + // Copy from costmap_2d_publisher.cpp + nav_msgs::OccupancyGrid::_info_type::_resolution_type resolution = costmap->getResolution(); + nav_msgs::OccupancyGrid::_info_type::_width_type width = costmap->getSizeInCellsX(); + nav_msgs::OccupancyGrid::_info_type::_height_type height = costmap->getSizeInCellsY(); + double wx, wy; + costmap->mapToWorld(0, 0, wx, wy); + nav_msgs::OccupancyGrid::_info_type::_origin_type::_position_type::_x_type x = wx - resolution / 2; + nav_msgs::OccupancyGrid::_info_type::_origin_type::_position_type::_y_type y = wy - resolution / 2; + nav_msgs::OccupancyGrid::_info_type::_origin_type::_position_type::_z_type z = 0.0; + nav_msgs::OccupancyGrid::_info_type::_origin_type::_orientation_type::_w_type w = 1.0; + + nav_msgs::OccupancyGrid::_data_type grid_data; + grid_data.resize(width * height); + + unsigned char* charData = costmap->getCharMap(); + for (unsigned int i = 0; i < grid_data.size(); i++) + { + grid_data[i] = cost_translation_table_[ charData[ i ]]; + } + + // Copy from costmap_translator + nav_msgs::GridCells obstacles; + obstacles.cell_width = resolution; + obstacles.cell_height = resolution; + for (unsigned int i = 0 ; i < height; ++i) + { + for(unsigned int j = 0; j < width; ++j) + { + if(grid_data[i*height+j] == 100) + { + geometry_msgs::Point obstacle_coordinates; + obstacle_coordinates.x = (j * obstacles.cell_height) + x + (resolution/2.0); + obstacle_coordinates.y = (i * obstacles.cell_width) + y + (resolution/2.0); + obstacle_coordinates.z = 0; + obstacles.cells.push_back(obstacle_coordinates); + } + } + } + + // Copy from nav_cb + cost_map = obstacles; + + if(cost_map.cells.size() > 0) + { + delete obs_tree; + delete data; + data = new flann::Matrix(new float[obstacles.cells.size()*2], obstacles.cells.size(), 2); + + for (size_t i = 0; i < data->rows; ++i) + { + for (size_t j = 0; j < data->cols; ++j) + { + if (j == 0) + (*data)[i][j] = cost_map.cells[i].x; + else + (*data)[i][j] = cost_map.cells[i].y; + } + } + // Obstacle index for fast nearest neighbor search + obs_tree = new flann::Index >(*data, flann::KDTreeIndexParams(4)); + obs_tree->buildIndex(); + } +} + +vector MobileRobotSensor::find_points_within_threshold(Point newPoint, double threshold) +{ + vector results; + + flann::Matrix query(new float[2], 1, 2); + query[0][0] = newPoint.a; + query[0][1] = newPoint.b; + + std::vector< std::vector > indices; + std::vector< std::vector > dists; + + flann::SearchParams params; + params.checks = 128; + params.max_neighbors = -1; + params.sorted = true; + // ROS_INFO("Do search"); + { + boost::mutex::scoped_lock lock(cost_map_mutex_); + obs_tree->radiusSearch(query, indices, dists, threshold, params); + + // ROS_INFO("Finished search"); + for (int i = 0; i < indices[0].size(); i++) + { + MinDistResult result; + result.p = Point((*data)[indices[0][i]][0], (*data)[indices[0][i]][1]); + result.dist = static_cast(dists[0][i]); + results.push_back(result); + } + } + + delete[] query.ptr(); + indices.clear(); + dists.clear(); + + return results; +} + +MinDistResult MobileRobotSensor::find_nearest_neighbor(Point queryPoint) +{ + MinDistResult results; + + flann::Matrix query(new float[2], 1, 2); + query[0][0] = queryPoint.a; + query[0][1] = queryPoint.b; + + std::vector< std::vector > indices; + std::vector< std::vector > dists; + + flann::SearchParams params; + params.checks = 128; + params.sorted = true; + + { + boost::mutex::scoped_lock lock(cost_map_mutex_); + obs_tree->knnSearch(query, indices, dists, 1, params); + results.p = Point((*data)[indices[0][0]][0], (*data)[indices[0][0]][1]); + results.dist = static_cast(dists[0][0]); + } + + MinDistResult tempResults; + tempResults.p = Point(cost_map.cells[indices[0][0]].x, cost_map.cells[indices[0][0]].y); + + delete[] query.ptr(); + indices.clear(); + dists.clear(); + + return results; +} + +double MobileRobotSensor::min_distance_to_obstacle(geometry_msgs::Pose local_current_pose, double *heading, Point *obs_pose) +{ + if(cost_map.cells.size() == 0){ + return 100000; + } + // ROS_INFO("In minDist Function"); + Point global(local_current_pose.position.x, local_current_pose.position.y); + MinDistResult nn_graph_point = find_nearest_neighbor(global); + + double minDist = 100000; + double head = 0; + + double SOME_THRESH = 1.5; + + if(nn_graph_point.dist < SOME_THRESH) + { + int min_i = 0; + vector distResult; + distResult = find_points_within_threshold(global, 1.1*SOME_THRESH); + + //ROS_INFO("Loop through %d points from radius search", distResult.size()); + for (unsigned int i = 0 ; i < distResult.size() && minDist > 0; i++) + { + double dist = distance(local_current_pose.position.x, local_current_pose.position.y, cost_map.cells[i].x, cost_map.cells[i].y); + if (dist < minDist) + { + minDist = dist; + min_i = i; + } + } + + obs_pose->a = cost_map.cells[min_i].x; + obs_pose->b = cost_map.cells[min_i].y; + // ROS_INFO("Calculate heading"); + head = tf::getYaw(local_current_pose.orientation) - atan2(cost_map.cells[min_i].y - local_current_pose.position.y, cost_map.cells[min_i].x - local_current_pose.position.x); + head = mod(head + PI, TWO_PI) - PI; + //ROS_INFO("Got nearest radius neighbor, poly dist: %f", minDist); + } + else + { + minDist = distance(local_current_pose.position.x, local_current_pose.position.y, nn_graph_point.p.a, nn_graph_point.p.b); + obs_pose->a = nn_graph_point.p.a; + obs_pose->b = nn_graph_point.p.b; + //ROS_INFO("Got nearest neighbor, poly dist: %f", minDist); + } + *heading = head; + + return minDist; +} + +double MobileRobotSensor::distance(double pose_x, double pose_y, double obx, double oby) +{ + double diffx = obx - pose_x; + double diffy = oby - pose_y; + double dist = sqrt(diffx*diffx + diffy*diffy); + return dist; +} + +double MobileRobotSensor::mod(double x, double y) +{ + double m= x - y * floor(x/y); + // handle boundary cases resulted from floating-point cut off: + if (y > 0) // modulo range: [0..y) + { + if (m >= y) // Mod(-1e-16 , 360. ): m= 360. + return 0; + + if (m < 0) + { + if (y+m == y) + return 0; // just in case... + else + return y+m; // Mod(106.81415022205296 , _TWO_PI ): m= -1.421e-14 + } + } + else // modulo range: (y..0] + { + if (m <= y) // Mod(1e-16 , -360. ): m= -360. + return 0; + + if (m>0 ) + { + if (y+m == y) + return 0; // just in case... + else + return y+m; // Mod(-106.81415022205296, -_TWO_PI): m= 1.421e-14 + } + } + + return m; +} diff --git a/src/gps_agent_pkg/src/navcontroller.cpp b/src/gps_agent_pkg/src/navcontroller.cpp new file mode 100644 index 000000000..bf0c89005 --- /dev/null +++ b/src/gps_agent_pkg/src/navcontroller.cpp @@ -0,0 +1,77 @@ +/* + * navcontroller.cpp + * + * Created on: Mar 8, 2017 + * Author: thobotics + */ +#include "gps_agent_pkg/navcontroller.h" +#include "gps_agent_pkg/robotplugin.h" +#include "gps_agent_pkg/util.h" + +using namespace gps_control; + +// Constructor. +NavController::NavController(ros::NodeHandle& n) + : Controller(n, gps::TRIAL_ARM, 0) +{ + report_waiting = false; + // TODO: Change topic names to parameters or something + nav_pub_ = n.advertise("/cmd_pose", 1); +} + +// Destructor. +NavController::~NavController() +{ +} + +// Update the controller (take an action). +void NavController::update(RobotPlugin *plugin, ros::Time current_time, boost::scoped_ptr& sample, Eigen::VectorXd &torques) +{ + // TODO: Send target pose to move_base and waiting it finished + if(finished_){ + torques = Eigen::VectorXd::Zero(torques.rows()); + } +} + +// Configure the controller. +void NavController::configure_controller(OptionsMap &options) +{ + // This sets the target position. + ROS_INFO_STREAM("Received controller configuration"); + // needs to report when finished + report_waiting = true; + finished_ = false; + + // Update target pose of robot + position_ = boost::get(options["position"]); + orientation_ = boost::get(options["orientation"]); + + // NOTE: This pose for Stage frame (map). + // Its coordinate (yzx ??, x,y = 0.707) + // is not the same as odom (zyx, w,z = 0.707) + geometry_msgs::Pose stage_pose; + stage_pose.position.x = position_(0); + stage_pose.position.y = position_(1); + stage_pose.position.z = position_(2); + stage_pose.orientation.x = orientation_(0); + stage_pose.orientation.y = orientation_(1); + stage_pose.orientation.z = orientation_(2); + stage_pose.orientation.w = orientation_(3); + nav_pub_.publish(stage_pose); + + // TODO: It totally wrong, must check position in is_finished + finished_ = true; +} + +// Check if controller is finished with its current task. +bool NavController::is_finished() const +{ + return finished_; // TODO: CHECK Reach goal and return +} + +// Reset the controller -- this is typically called when the controller is turned on. +void NavController::reset(ros::Time time) +{ + // Clear update time. + // last_update_time_ = ros::Time(0.0); +} diff --git a/src/gps_agent_pkg/src/sensor.cpp b/src/gps_agent_pkg/src/sensor.cpp index f950d2c7a..dec77edf0 100755 --- a/src/gps_agent_pkg/src/sensor.cpp +++ b/src/gps_agent_pkg/src/sensor.cpp @@ -1,6 +1,7 @@ #include "gps_agent_pkg/sensor.h" #include "gps_agent_pkg/encodersensor.h" #include "gps_agent_pkg/rostopicsensor.h" +#include "gps_agent_pkg/mobilerobotsensor.h" using namespace gps_control; @@ -16,7 +17,9 @@ Sensor* Sensor::create_sensor(SensorType type, ros::NodeHandle& n, RobotPlugin * return CameraSensor(n,plugin); */ case ROSTopicSensorType: - return (Sensor *) (new ROSTopicSensor(n,plugin)); + return (Sensor *) (new ROSTopicSensor(n,plugin)); + case MobileSensorType: + return (Sensor *) (new MobileRobotSensor(n,plugin)); default: ROS_ERROR("Unknown sensor type %i requested from sensor constructor!",type); diff --git a/src/gps_agent_pkg/src/turtlebot.cpp b/src/gps_agent_pkg/src/turtlebot.cpp new file mode 100644 index 000000000..ae372169b --- /dev/null +++ b/src/gps_agent_pkg/src/turtlebot.cpp @@ -0,0 +1,244 @@ +/* + * turtlebot.cpp + * + * Created on: Mar 5, 2017 + * Author: thobotics + */ +#include "gps_agent_pkg/turtlebot.h" +#include "gps_agent_pkg/sensor.h" +#include "gps_agent_pkg/controller.h" +#include "gps_agent_pkg/positioncontroller.h" +#include "gps_agent_pkg/lingausscontroller.h" +#include "gps_agent_pkg/trialcontroller.h" +#include "gps_agent_pkg/LinGaussParams.h" +#include "gps_agent_pkg/ControllerParams.h" +#include "gps_agent_pkg/util.h" +#include "gps/proto/gps.pb.h" +#include + +#ifdef USE_CAFFE +#include "gps_agent_pkg/caffenncontroller.h" +#include "gps_agent_pkg/CaffeParams.h" +#endif + +using namespace gps_control; + +// Plugin constructor. +Turtlebot::Turtlebot() +{ + // Nothing to do here, since all variables are initialized in initialize(...) + // Some basic variable initialization. + controller_counter_ = 0; + controller_step_length_ = 4; +} + +// Destructor. +Turtlebot::~Turtlebot() +{ + // Nothing to do here, since all instance variables are destructed automatically. +} + +void Turtlebot::init(ros::NodeHandle& n) +{ + // TODO: Set topic name by parameters + cmd_pub_ = n.advertise("/cmd_vel_mux/input/navi", 1); + // TODO: Set this by parameters + linear_velocities_size_ = 3; // Vx + angular_velocities_size_ = 3; // Wz (yaw) + + // Action is linear and angular velocity + active_arm_torques_.resize(linear_velocities_size_+angular_velocities_size_); + + // Initialize ROS subscribers/publishers, sensors, and navigation controllers. + initialize(n); +} + +// This is called by the controller manager before starting the controller. +void Turtlebot::starting() +{ + // Get current time. + last_update_time_ = ros::Time::now(); + controller_counter_ = 0; + + // Reset all the sensors. This is important for sensors that try to keep + // track of the previous state somehow. + //for (int sensor = 0; sensor < TotalSensorTypes; sensor++) + /*for (int sensor = 0; sensor < 1; sensor++) + { + sensors_[sensor]->reset(this,last_update_time_); + }*/ + + // Reset position controllers. + nav_controller_->reset(last_update_time_); + + // Reset trial controller, if any. + if (trial_controller_ != NULL) trial_controller_->reset(last_update_time_); +} + +// This is called by the controller manager before stopping the controller. +void Turtlebot::stopping() +{ + // Nothing to do here. +} + +void Turtlebot::update() +{ + // Get current time. + last_update_time_ = ros::Time::now(); + + // Check if this is a controller step based on the current controller frequency. + controller_counter_++; + if (controller_counter_ >= controller_step_length_) controller_counter_ = 0; + bool is_controller_step = (controller_counter_ == 0); + + // Update the sensors and fill in the current step sample. + update_sensors(last_update_time_,is_controller_step); + + // Update the controllers. + update_controllers(last_update_time_,is_controller_step); + + // Setup action and send to robot + geometry_msgs::Twist cmd_vel; + cmd_vel.linear.x = active_arm_torques_[0]; + cmd_vel.linear.y = active_arm_torques_[1]; + cmd_vel.linear.z = active_arm_torques_[2]; + cmd_vel.angular.x = active_arm_torques_[3]; + cmd_vel.angular.y = active_arm_torques_[4]; + cmd_vel.angular.z = active_arm_torques_[5]; + cmd_pub_.publish(cmd_vel); +} + +// Initialize ROS communication infrastructure. +void Turtlebot::initialize_ros(ros::NodeHandle& n) +{ + ROS_INFO_STREAM("Initializing Turtlebot ROS subs/pubs"); + // Create subscribers. + position_subscriber_ = n.subscribe("/gps_controller_navigation_command", 1, &Turtlebot::nav_subscriber_callback, this); + trial_subscriber_ = n.subscribe("/gps_controller_trial_command", 1, &Turtlebot::trial_subscriber_callback, this); + data_request_subscriber_ = n.subscribe("/gps_controller_data_request", 1, &Turtlebot::data_request_subscriber_callback, this); + + // Create publishers. + report_publisher_.reset(new realtime_tools::RealtimePublisher(n, "/gps_controller_report", 1)); +} + +// Initialize all sensors. +void Turtlebot::initialize_sensors(ros::NodeHandle& n) +{ + ROS_INFO_STREAM("Initializing Tutlebot sensor"); + // Clear out the old sensors. + sensors_.clear(); + + // Create all sensors. + // NOTE: gps::TRIAL_ARM to only initial sensors_ (get rid of auxiliary sensor) + // TODO: Create image sensor here. + int i = MobileSensorType; + ROS_INFO_STREAM("creating sensor: " + to_string(i)); + boost::shared_ptr sensor(Sensor::create_sensor((SensorType)i,n,this,gps::TRIAL_ARM)); + sensors_.push_back(sensor); + + // Create current state sample and populate it using the sensors. + current_time_step_sample_.reset(new Sample(MAX_TRIAL_LENGTH)); + + // initialize sample + initialize_sample(current_time_step_sample_, gps::TRIAL_ARM); + + sensors_initialized_ = true; +} + +// Initialize position controllers. +void Turtlebot::initialize_position_controllers(ros::NodeHandle& n) +{ + nav_controller_.reset(new NavController(n)); +} + +// Update the controllers at each time step. +void Turtlebot::update_controllers(ros::Time current_time, bool is_controller_step) +{ + bool trial_init = trial_controller_ != NULL && trial_controller_->is_configured() && controller_initialized_; + if(!is_controller_step && trial_init){ + return; + } + + // If we have a trial controller, update that, otherwise update position controller. + // TODO: Uncomment if implemented navigation controller + if (trial_init) trial_controller_->update(this, current_time, current_time_step_sample_, active_arm_torques_); + else nav_controller_->update(this, current_time, current_time_step_sample_, active_arm_torques_); + + // Check if the trial controller finished and delete it. + if (trial_init && trial_controller_->is_finished()) { + + // Publish sample after trial completion + publish_sample_report(current_time_step_sample_, trial_controller_->get_trial_length()); + //Clear the trial controller. + trial_controller_->reset(current_time); + trial_controller_.reset(NULL); + + // Set the active arm controller to NO_CONTROL. + // TODO: Uncomment if implemented navigation controller + /*OptionsMap options; + options["mode"] = gps::NO_CONTROL; + active_arm_controller_->configure_controller(options);*/ + + + // Switch the sensors to run at full frequency. + for (int sensor = 0; sensor < TotalSensorTypes; sensor++) + { + //sensors_[sensor]->set_update(active_arm_controller_->get_update_delay()); + } + } + + // TODO: Uncomment if implemented navigation controller + if (nav_controller_->report_waiting){ + if (nav_controller_->is_finished()){ + publish_sample_report(current_time_step_sample_); + nav_controller_->report_waiting = false; + } + } +} + +// Position command callback. +void Turtlebot::nav_subscriber_callback(const gps_agent_pkg::NavigationCommand::ConstPtr& msg) +{ + ROS_INFO_STREAM("received navigation command"); + OptionsMap params; + + Eigen::VectorXd position; + position.resize(msg->position.size()); + for(int i=0; iposition[i]; + } + params["position"] = position; + + Eigen::VectorXd orientation; + + orientation.resize(msg->quaternion.size()); + for(int i=0; iquaternion[i]; + } + params["orientation"] = orientation; + + nav_controller_->configure_controller(params); +} + +// Trial command callback. +void Turtlebot::trial_subscriber_callback(const gps_agent_pkg::TrialCommand::ConstPtr& msg) +{ + RobotPlugin::trial_subscriber_callback(msg); +} + +// Trial command callback. +void Turtlebot::data_request_subscriber_callback(const gps_agent_pkg::DataRequest::ConstPtr& msg) +{ + RobotPlugin::data_request_subscriber_callback(msg); +} + +// Get current time. +ros::Time Turtlebot::get_current_time() const +{ + return last_update_time_; +} + +// Get current encoder readings (robot-dependent). +void Turtlebot::get_joint_encoder_readings(Eigen::VectorXd &angles, gps::ActuatorType arm) const +{ +} diff --git a/src/gps_agent_pkg/src/turtlebot_node.cpp b/src/gps_agent_pkg/src/turtlebot_node.cpp new file mode 100644 index 000000000..eea85ef6c --- /dev/null +++ b/src/gps_agent_pkg/src/turtlebot_node.cpp @@ -0,0 +1,37 @@ +/* + * turtlebot_node.cpp + * + * Created on: Mar 5, 2017 + * Author: thobotics + */ +#include "gps_agent_pkg/turtlebot.h" +using namespace gps_control; + +int main(int argc, char** argv){ + ros::init(argc, argv, "turtlebot_node"); + ros::NodeHandle n; + + // NOTE: Rate depend on simulator time + // E.g: stage_ros real-time is 10Hz (/clock topic) + ros::Rate rate(20); + + Turtlebot turtlebot; + turtlebot.init(n); + turtlebot.starting(); + + // Control Loop and code + while (ros::ok()) + { + turtlebot.update(); + ros::spinOnce(); + rate.sleep(); + } + + // It should never be called + turtlebot.stopping(); + + return(0); +} + + + diff --git a/src/gps_agent_pkg/src/turtlebot_test.cpp b/src/gps_agent_pkg/src/turtlebot_test.cpp new file mode 100644 index 000000000..8f56156f9 --- /dev/null +++ b/src/gps_agent_pkg/src/turtlebot_test.cpp @@ -0,0 +1,45 @@ +#include "gps_agent_pkg/turtlebot_test.h" +#include + +#define POSE "pose" + +// Publishers. +// Publish result of a trial, completion of position command, or just a report. +ros_publisher_ptr(gps_agent_pkg::SampleResult) report_publisher_; +ros::Publisher chatter_pub; + +/** + * This tutorial demonstrates simple receipt of messages over the ROS system. + */ +void chatterCallback(const gps_agent_pkg::TrialCommand::ConstPtr& msg) +{ + geometry_msgs::Pose stage_pose; + stage_pose.position.x = 9.977; + stage_pose.position.y = 1.739; + stage_pose.orientation.x = 0.707; + stage_pose.orientation.y = 0.707; + chatter_pub.publish(stage_pose); + + ROS_INFO("I heard frequency: [%f]", msg->frequency); + report_publisher_->unlockAndPublish(); +} + +void resetStage(){ + // TOOD: Something HERE + +} + +int main(int argc, char **argv) +{ + ros::init(argc, argv, "turtlebot_test"); + ros::NodeHandle n; + ros::Subscriber sub = n.subscribe("/gps_controller_trial_command", 1, chatterCallback); + report_publisher_.reset(new realtime_tools::RealtimePublisher(n, "/gps_controller_report", 1)); + chatter_pub = n.advertise("/cmd_pose", 1000); + + ROS_INFO("Initialized"); + + ros::spin(); + + return 0; +} diff --git a/src/gps_agent_pkg/worlds/one_obstacle.world b/src/gps_agent_pkg/worlds/one_obstacle.world new file mode 100644 index 000000000..1f6938ffa --- /dev/null +++ b/src/gps_agent_pkg/worlds/one_obstacle.world @@ -0,0 +1,70 @@ +define kinect ranger +( + sensor + ( + range_max 6.5 + fov 58.0 + samples 640 + ) + # generic model properties + color "black" + size [ 0.060 0.150 0.030 ] +) + +define turtlebot position +( + pose [ 0.0 0.0 0.0 0.0 ] + + odom_error [0.03 0.03 999999 999999 999999 0.02] + + size [ 0.255 0.255 0.400 ] + origin [ 0.000 0.000 0.000 0.000 ] + gui_nose 1 + drive "diff" + color "gray" + + kinect(pose [ -0.100 0.000 -0.110 0.000 ]) +) + +define floorplan model +( + # sombre, sensible, artistic + color "gray30" + + # most maps will need a bounding box + boundary 1 + + gui_nose 0 + gui_grid 0 + gui_outline 0 + gripper_return 0 + fiducial_return 0 + laser_return 1 +) + +resolution 0.02 +interval_sim 100 # simulation timestep in milliseconds + +window +( + size [ 600 700 ] + center [ 11.007 9.344 ] + rotate [ 0.000 0.000 ] + scale 21.961 +) + +floorplan +( + name "one_obstacle" + bitmap "../maps/one_obstacle.png" + size [ 20.000 20.000 2.000 ] + pose [ 10.000 10.000 0.000 0.000 ] +) + +# throw in a robot +turtlebot +( + pose [ 3.5 8.3 0.000 0 ] + name "turtlebot" + color "black" +) diff --git a/src/gps_agent_pkg/worlds/willow-full.world b/src/gps_agent_pkg/worlds/willow-full.world new file mode 100644 index 000000000..b6d8802f9 --- /dev/null +++ b/src/gps_agent_pkg/worlds/willow-full.world @@ -0,0 +1,73 @@ +define block model +( + size [0.500 0.500 0.500] + gui_nose 0 +) + +define kinect ranger +( + sensor( + range_max 6.5 + fov 58.0 + samples 640 + ) + # generic model properties + color "black" + size [ 0.060 0.150 0.030 ] +) + +define turtlebot position +( + odom_error [0.03 0.03 999999 999999 999999 0.02] + size [ 0.255 0.255 0.400 ] + origin [-0.050 0.000 0.000 0.000] + gui_nose 1 + drive "diff" + color "gray" + + kinect(pose [ -0.100 0.000 -0.110 0.000 ]) +) + +define floorplan model +( + # sombre, sensible, artistic + color "gray30" + + # most maps will need a bounding box + boundary 1 + + gui_nose 0 + gui_grid 0 + + gui_outline 0 + gripper_return 0 + fiducial_return 0 + ranger_return 1.000 +) + +# set the resolution of the underlying raytrace model in meters +resolution 0.02 + +interval_sim 100 # simulation timestep in milliseconds + + +window +( + size [ 745 448 ] + center [ 16.449 13.443 ] + rotate [ 0.000 0.000 ] + scale 21.642 +) + +# load an environment bitmap +floorplan +( + name "willow" + bitmap "../maps/willow-full.pgm" + size [58.400 52.600 0.500] + pose [ 29.200 26.300 0.000 0.000 ] +) + +# throw in a robot +turtlebot( pose [ 17.340 15.540 0.000 87.363 ] name "turtlebot1" color "gray" gui_nose 1) +block( pose [ 13.903 16.228 0.000 180.000 ] color "red") \ No newline at end of file diff --git a/src/proto/gps.proto b/src/proto/gps.proto index 75cd77a7b..c0be9ebbc 100755 --- a/src/proto/gps.proto +++ b/src/proto/gps.proto @@ -24,7 +24,11 @@ enum SampleType { END_EFFECTOR_POINTS_NO_TARGET = 17; END_EFFECTOR_POINT_VELOCITIES_NO_TARGET = 18; POSITION_NEAREST_OBSTACLE = 19; - TOTAL_DATA_TYPES = 20; + MOBILE_POSITION = 20; + MOBILE_ORIENTATION = 21; + MOBILE_VELOCITIES_LINEAR = 22; + MOBILE_VELOCITIES_ANGULAR = 23; + TOTAL_DATA_TYPES = 24; } // Message containing the data for a single sample. From 043ca6d3b92ef6cab0a1a52ad7502267d858cc92 Mon Sep 17 00:00:00 2001 From: Tai Hoang Date: Sat, 11 Mar 2017 15:14:03 +0700 Subject: [PATCH 21/44] Small fix for cost_translation_table_ caused Seg fault --- .../include/gps_agent_pkg/mobilerobotsensor.h | 2 +- src/gps_agent_pkg/launch/turtlebot_gps.launch | 2 +- src/gps_agent_pkg/param/turtlebot.rviz | 2 +- src/gps_agent_pkg/src/mobilerobotsensor.cpp | 12 ++---------- 4 files changed, 5 insertions(+), 13 deletions(-) diff --git a/src/gps_agent_pkg/include/gps_agent_pkg/mobilerobotsensor.h b/src/gps_agent_pkg/include/gps_agent_pkg/mobilerobotsensor.h index b7d72ce25..0103883ed 100644 --- a/src/gps_agent_pkg/include/gps_agent_pkg/mobilerobotsensor.h +++ b/src/gps_agent_pkg/include/gps_agent_pkg/mobilerobotsensor.h @@ -84,7 +84,7 @@ class MobileRobotSensor: public Sensor // Building obstacle tree boost::mutex cost_map_mutex_; - char* cost_translation_table_; + static char* cost_translation_table_; nav_msgs::GridCells cost_map; flann::Index > * obs_tree; flann::Matrix * data; diff --git a/src/gps_agent_pkg/launch/turtlebot_gps.launch b/src/gps_agent_pkg/launch/turtlebot_gps.launch index 0ca80f644..6500752aa 100644 --- a/src/gps_agent_pkg/launch/turtlebot_gps.launch +++ b/src/gps_agent_pkg/launch/turtlebot_gps.launch @@ -3,7 +3,7 @@ - + diff --git a/src/gps_agent_pkg/param/turtlebot.rviz b/src/gps_agent_pkg/param/turtlebot.rviz index d6e26a45e..e4d8f5bdb 100644 --- a/src/gps_agent_pkg/param/turtlebot.rviz +++ b/src/gps_agent_pkg/param/turtlebot.rviz @@ -286,7 +286,7 @@ Visualization Manager: Value: true - Alpha: 0.7 Class: rviz/Map - Color Scheme: costmap + Color Scheme: map Draw Behind: false Enabled: true Name: CostMap diff --git a/src/gps_agent_pkg/src/mobilerobotsensor.cpp b/src/gps_agent_pkg/src/mobilerobotsensor.cpp index 3d648f099..e2f7e2489 100644 --- a/src/gps_agent_pkg/src/mobilerobotsensor.cpp +++ b/src/gps_agent_pkg/src/mobilerobotsensor.cpp @@ -10,6 +10,8 @@ using namespace gps_control; +char* MobileRobotSensor::cost_translation_table_ = NULL; + // Constructor. MobileRobotSensor::MobileRobotSensor(ros::NodeHandle& n, RobotPlugin *plugin): Sensor(n, plugin) { @@ -25,7 +27,6 @@ MobileRobotSensor::MobileRobotSensor(ros::NodeHandle& n, RobotPlugin *plugin): S nearest_obstacle_.resize(3); // Initialize cost map - // TODO: Is needed to create costmap_server and costmap_translator separately tf_ = new tf::TransformListener(ros::Duration(10)); costmap_ros_ = new costmap_2d::Costmap2DROS("local_costmap", *tf_); costmap_ros_->start(); @@ -144,15 +145,6 @@ void MobileRobotSensor::set_sample_data(boost::scoped_ptr& sample, int t geometry_msgs::Pose MobileRobotSensor::getCurrentRobotPose() { - // Get robot pose from local cost_map - /*tf::Stamped robot_pose; - costmap_ros_->getRobotPose(robot_pose); - - geometry_msgs::PoseStamped result; - tf::poseStampedTFToMsg(robot_pose, result); - - return result.pose;*/ - geometry_msgs::Pose pose; pose.position.x = position_[0]; pose.position.y = position_[1]; From 5ef44a8da8fe6a9360a0cc1f383ab91060c7b1da Mon Sep 17 00:00:00 2001 From: thobotics Date: Sat, 18 Mar 2017 08:50:33 +0700 Subject: [PATCH 22/44] Trained work when using OMNI direction mobile robot. --- .../turtlebot_example/.goutputstream-SZ54WY | 178 ++++++++++++++++++ experiments/turtlebot_example/hyperparams.py | 149 ++------------- python/gps/agent/ros/agent_turtlebot.py | 11 +- python/gps/algorithm/cost/cost_state.py | 14 ++ .../gps/algorithm/policy/lin_gauss_policy.py | 19 +- python/gps/algorithm/traj_opt/mpc_traj_opt.py | 2 +- python/tests/test_turtlebot/turtlebot.py | 28 ++- .../launch/include/world_stage.launch | 8 + src/gps_agent_pkg/maps/dynamic_obstacle.png | Bin 0 -> 2123 bytes src/gps_agent_pkg/maps/one_obstacle.yaml | 2 +- src/gps_agent_pkg/param/turtlebot.rviz | 2 - src/gps_agent_pkg/src/mobilerobotsensor.cpp | 12 +- src/gps_agent_pkg/src/turtlebot.cpp | 10 +- src/gps_agent_pkg/worlds/one_obstacle.world | 13 +- 14 files changed, 285 insertions(+), 163 deletions(-) create mode 100644 experiments/turtlebot_example/.goutputstream-SZ54WY create mode 100644 src/gps_agent_pkg/maps/dynamic_obstacle.png diff --git a/experiments/turtlebot_example/.goutputstream-SZ54WY b/experiments/turtlebot_example/.goutputstream-SZ54WY new file mode 100644 index 000000000..656766b09 --- /dev/null +++ b/experiments/turtlebot_example/.goutputstream-SZ54WY @@ -0,0 +1,178 @@ +""" Hyperparameters for PR2 trajectory optimization experiment. """ +from __future__ import division + +from datetime import datetime +import os.path + +import numpy as np + +from gps import __file__ as gps_filepath +from gps.agent.ros.agent_turtlebot import AgentTurtlebot +from gps.algorithm.algorithm_traj_opt import AlgorithmTrajOpt +from gps.algorithm.cost.cost_fk import CostFK +from gps.algorithm.cost.cost_action import CostAction +from gps.algorithm.cost.cost_state import CostState +from gps.algorithm.cost.cost_obstacles import CostObstacle +from gps.algorithm.cost.cost_sum import CostSum +from gps.algorithm.cost.cost_utils import RAMP_LINEAR, RAMP_FINAL_ONLY +from gps.algorithm.dynamics.dynamics_lr_prior import DynamicsLRPrior +from gps.algorithm.dynamics.dynamics_prior_gmm import DynamicsPriorGMM +from gps.algorithm.traj_opt.traj_opt_lqr_python import TrajOptLQRPython +from gps.algorithm.policy.lin_gauss_init import init_lqr, init_pd +from gps.gui.target_setup_gui import load_pose_from_npz +from gps.proto.gps_pb2 import MOBILE_POSITION, MOBILE_ORIENTATION, \ + MOBILE_VELOCITIES_LINEAR, MOBILE_VELOCITIES_ANGULAR, ACTION, \ + POSITION_NEAREST_OBSTACLE +from gps.utility.general_utils import get_ee_points +from gps.gui.config import generate_experiment_info + +SENSOR_DIMS = { + MOBILE_POSITION: 3, + MOBILE_ORIENTATION: 4, + MOBILE_VELOCITIES_LINEAR: 3, + MOBILE_VELOCITIES_ANGULAR: 3, + #ACTION: 6, + ACTION: 2 +} + +BASE_DIR = '/'.join(str.split(gps_filepath, '/')[:-2]) +EXP_DIR = BASE_DIR + '/../experiments/turtlebot_example/' + +# NOTE: This is odom pose. +# Default is in one_stacle.world +x0s = [np.array([0., 0., 0., # Position x, y, z + 0., 0., 0., 1., # Quaternion x, y, z, w + 0., 0., 0., # Linear Velocities + 0., 0., 0.])] +ee_tgts = [] +# NOTE: This is map pose (The order of quaternion also different). +#''' +reset_conditions = [np.array([4.5, 8.3, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.])] # Angular Velocities +''' +reset_conditions = [np.array([3.5, 10., 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.])] # Angular Velocities +''' +common = { + 'experiment_name': 'my_experiment' + '_' + \ + datetime.strftime(datetime.now(), '%m-%d-%y_%H-%M'), + 'experiment_dir': EXP_DIR, + 'data_files_dir': EXP_DIR + 'data_files/', + 'target_filename': EXP_DIR + 'target.npz', + 'log_filename': EXP_DIR + 'log.txt', + 'conditions': 1, +} + +if not os.path.exists(common['data_files_dir']): + os.makedirs(common['data_files_dir']) + +agent = { + 'type': AgentTurtlebot, + 'dt': 0.05, + 'conditions': common['conditions'], + 'T': 100, + 'x0': x0s, + 'reset_conditions': reset_conditions, + 'sensor_dims': SENSOR_DIMS, + 'state_include': [MOBILE_POSITION, MOBILE_ORIENTATION, \ + MOBILE_VELOCITIES_LINEAR, MOBILE_VELOCITIES_ANGULAR], + 'obs_include': [], +} + +algorithm = { + 'type': AlgorithmTrajOpt, + 'conditions': common['conditions'], + 'iterations': 15, +} + +algorithm['init_traj_distr'] = { + 'type': init_pd, + 'init_var': 5.0, + 'pos_gains': 0.0, + 'dQ': SENSOR_DIMS[ACTION], + 'dt': agent['dt'], + 'T': agent['T'], +} + + +action_cost = { + 'type': CostAction, + 'wu': np.ones(SENSOR_DIMS[ACTION])*5e-5 +} + +state_cost = { + 'type': CostState, + 'data_types' : { + #MOBILE_POSITION: { + #'wp': np.ones(SENSOR_DIMS[MOBILE_POSITION])*0.025, + #'target_state': np.array([20.]), + #'ramp_option': RAMP_LINEAR, + #'sup_key': [0], + #}, + MOBILE_ORIENTATION: { + 'wp': np.ones(SENSOR_DIMS[MOBILE_ORIENTATION])*7.5, + 'target_state': np.array([0., 0., 0., 1.]), + }, + MOBILE_VELOCITIES_LINEAR: { + 'wp': np.ones(SENSOR_DIMS[MOBILE_VELOCITIES_LINEAR])*2.5, + 'target_state': np.array([1.0, 0., 0.]), + }, + MOBILE_VELOCITIES_ANGULAR: { + 'wp': np.ones(SENSOR_DIMS[MOBILE_VELOCITIES_ANGULAR])*0.25, + 'target_state': np.array([0., 0., 0.]), + }, + }, +} + +obstacle_cost = { + 'type': CostObstacle, + 'obstacle_type' : POSITION_NEAREST_OBSTACLE, + 'data_types' : { + MOBILE_POSITION: { + 'wp': np.ones(SENSOR_DIMS[MOBILE_POSITION]), + 'd_safe': 1.5 + }, + }, +} + +algorithm['cost'] = { + 'type': CostSum, + 'costs': [action_cost, state_cost, obstacle_cost], + 'weights': [1.0, 1.0, 2.5], + #'costs': [action_cost, state_cost], + #'weights': [1.0, 1.0], +} + + +algorithm['dynamics'] = { + 'type': DynamicsLRPrior, + 'regularization': 1e-6, + 'prior': { + 'type': DynamicsPriorGMM, + 'max_clusters': 20, + 'min_samples_per_cluster': 40, + 'max_samples': 20, + }, +} + +algorithm['traj_opt'] = { + 'type': TrajOptLQRPython, +} + +algorithm['policy_opt'] = {} + +config = { + 'iterations': algorithm['iterations'], + 'common': common, + 'verbose_trials': 0, + 'agent': agent, + 'gui_on': True, + 'algorithm': algorithm, + 'num_samples': 5, +} + +common['info'] = generate_experiment_info(config) diff --git a/experiments/turtlebot_example/hyperparams.py b/experiments/turtlebot_example/hyperparams.py index 8fce7b45d..d8bb15479 100644 --- a/experiments/turtlebot_example/hyperparams.py +++ b/experiments/turtlebot_example/hyperparams.py @@ -20,53 +20,35 @@ from gps.algorithm.traj_opt.traj_opt_lqr_python import TrajOptLQRPython from gps.algorithm.policy.lin_gauss_init import init_lqr, init_pd from gps.gui.target_setup_gui import load_pose_from_npz -# TODO: CHECK THIS !!! -#from gps.proto.gps_pb2 import JOINT_ANGLES, JOINT_VELOCITIES, \ - #END_EFFECTOR_POINTS, END_EFFECTOR_POINT_VELOCITIES, ACTION, \ - #TRIAL_ARM, AUXILIARY_ARM, JOINT_SPACE from gps.proto.gps_pb2 import MOBILE_POSITION, MOBILE_ORIENTATION, \ MOBILE_VELOCITIES_LINEAR, MOBILE_VELOCITIES_ANGULAR, ACTION, \ POSITION_NEAREST_OBSTACLE from gps.utility.general_utils import get_ee_points from gps.gui.config import generate_experiment_info - -#EE_POINTS = np.array([[0.02, -0.025, 0.05], [0.02, -0.025, -0.05], - #[0.02, 0.05, 0.0]]) -''' -SENSOR_DIMS = { - JOINT_ANGLES: 7, - JOINT_VELOCITIES: 7, - END_EFFECTOR_POINTS: 3 * EE_POINTS.shape[0], - END_EFFECTOR_POINT_VELOCITIES: 3 * EE_POINTS.shape[0], - ACTION: 7, -} -''' SENSOR_DIMS = { MOBILE_POSITION: 3, MOBILE_ORIENTATION: 4, MOBILE_VELOCITIES_LINEAR: 3, MOBILE_VELOCITIES_ANGULAR: 3, - ACTION: 6, + ACTION: 3 } -#PR2_GAINS = np.array([3.09, 1.08, 0.393, 0.674, 0.111, 0.152, 0.098]) - BASE_DIR = '/'.join(str.split(gps_filepath, '/')[:-2]) -EXP_DIR = BASE_DIR + '/../experiments/pr2_example/' +EXP_DIR = BASE_DIR + '/../experiments/turtlebot_example/' # NOTE: This is odom pose. +# Default is in one_stacle.world x0s = [np.array([0., 0., 0., # Position x, y, z 0., 0., 0., 1., # Quaternion x, y, z, w 0., 0., 0., # Linear Velocities 0., 0., 0.])] ee_tgts = [] # NOTE: This is map pose (The order of quaternion also different). -reset_conditions = [np.array([3.5, 8.3, 0., # Position x, y, z +reset_conditions = [np.array([1.5, 8.3, 0., # Position x, y, z 1., 0., 0., 0., # Quaternion w, z, (x, y?) 0., 0., 0., # Linear Velocities 0., 0., 0.])] # Angular Velocities - common = { 'experiment_name': 'my_experiment' + '_' + \ datetime.strftime(datetime.now(), '%m-%d-%y_%H-%M'), @@ -75,52 +57,9 @@ 'target_filename': EXP_DIR + 'target.npz', 'log_filename': EXP_DIR + 'log.txt', 'conditions': 1, + 'use_mpc': True, } -# TODO(chelsea/zoe) : Move this code to a utility function -# Set up each condition. -''' -for i in xrange(common['conditions']): - - ja_x0, ee_pos_x0, ee_rot_x0 = load_pose_from_npz( - common['target_filename'], 'trial_arm', str(i), 'initial' - ) - ja_aux, _, _ = load_pose_from_npz( - common['target_filename'], 'auxiliary_arm', str(i), 'initial' - ) - _, ee_pos_tgt, ee_rot_tgt = load_pose_from_npz( - common['target_filename'], 'trial_arm', str(i), 'target' - ) - - x0 = np.zeros(32) - x0[:7] = ja_x0 - x0[14:(14+3*EE_POINTS.shape[0])] = np.ndarray.flatten( - get_ee_points(EE_POINTS, ee_pos_x0, ee_rot_x0).T - ) - - ee_tgt = np.ndarray.flatten( - get_ee_points(EE_POINTS, ee_pos_tgt, ee_rot_tgt).T - ) - - aux_x0 = np.zeros(7) - aux_x0[:] = ja_aux - - reset_condition = { - TRIAL_ARM: { - 'mode': JOINT_SPACE, - 'data': x0[0:7], - }, - AUXILIARY_ARM: { - 'mode': JOINT_SPACE, - 'data': aux_x0, - }, - } - - x0s.append(x0) - ee_tgts.append(ee_tgt) - reset_conditions.append(reset_condition) - -''' if not os.path.exists(common['data_files_dir']): os.makedirs(common['data_files_dir']) @@ -130,34 +69,22 @@ 'conditions': common['conditions'], 'T': 100, 'x0': x0s, - #'ee_points_tgt': [np.array([5, 20, 0])], # TODO: CHECK THIS + 'use_mpc': common['use_mpc'], + 'M': 5, 'reset_conditions': reset_conditions, 'sensor_dims': SENSOR_DIMS, 'state_include': [MOBILE_POSITION, MOBILE_ORIENTATION, \ MOBILE_VELOCITIES_LINEAR, MOBILE_VELOCITIES_ANGULAR], - #'end_effector_points': EE_POINTS, 'obs_include': [], } algorithm = { 'type': AlgorithmTrajOpt, 'conditions': common['conditions'], + 'use_mpc': common['use_mpc'], 'iterations': 10, } -''' -algorithm['init_traj_distr'] = { - 'type': init_lqr, - #'init_gains': 1.0 / PR2_GAINS, # TODO: CHECK THIS - 'init_acc': np.zeros(SENSOR_DIMS[ACTION]), - 'init_var': 1.0, - 'stiffness': 0.5, - 'stiffness_vel': 0.25, - 'final_weight': 50, - 'dt': agent['dt'], - 'T': agent['T'], -} -''' algorithm['init_traj_distr'] = { 'type': init_pd, 'init_var': 5.0, @@ -167,54 +94,14 @@ 'T': agent['T'], } - -# CHECK COST - -# TODO: CHECK THIS -''' -torque_cost = { - 'type': CostAction, - 'wu': 5e-3 / PR2_GAINS, -} - -fk_cost1 = { - 'type': CostFK, - # Target end effector is subtracted out of EE_POINTS in ROS so goal - # is 0. - 'target_end_effector': np.zeros(3 * EE_POINTS.shape[0]), - 'wp': np.ones(SENSOR_DIMS[END_EFFECTOR_POINTS]), - 'l1': 0.1, - 'l2': 0.0001, - 'ramp_option': RAMP_LINEAR, -} - -fk_cost2 = { - 'type': CostFK, - 'target_end_effector': np.zeros(3 * EE_POINTS.shape[0]), - 'wp': np.ones(SENSOR_DIMS[END_EFFECTOR_POINTS]), - 'l1': 1.0, - 'l2': 0.0, - 'wp_final_multiplier': 10.0, # Weight multiplier on final timestep. - 'ramp_option': RAMP_FINAL_ONLY, -} -algorithm['cost'] = { - 'type': CostSum, - 'costs': [torque_cost, fk_cost1, fk_cost2], - 'weights': [1.0, 1.0, 1.0], -} -''' - -''' -torque_cost = { - 'type': CostAction, - 'wu': 5e-3, -} -algorithm['cost'] = { - 'type': CostSum, - 'costs': [torque_cost], - 'weights': [1.0], +algorithm['init_mpc'] = { + 'type': init_pd, + 'init_var': 5.0, + 'pos_gains': 0.0, + 'dQ': SENSOR_DIMS[ACTION], + 'dt': agent['dt'], + 'T': agent['M'], } -''' action_cost = { 'type': CostAction, @@ -229,8 +116,8 @@ 'target_state': np.array([0., 0., 0., 1.]), }, MOBILE_VELOCITIES_LINEAR: { - 'wp': np.ones(SENSOR_DIMS[MOBILE_VELOCITIES_LINEAR]), - 'target_state': np.array([0.5, 0., 0.]), + 'wp': np.ones(SENSOR_DIMS[MOBILE_VELOCITIES_LINEAR])*1.0, + 'target_state': np.array([1.0, 0., 0.]), }, MOBILE_VELOCITIES_ANGULAR: { 'wp': np.ones(SENSOR_DIMS[MOBILE_VELOCITIES_ANGULAR])*0.25, @@ -245,7 +132,7 @@ 'data_types' : { MOBILE_POSITION: { 'wp': np.ones(SENSOR_DIMS[MOBILE_POSITION]), - 'd_safe': 3.0 + 'd_safe': 0.4 # Note that it 0.5*d^2 }, }, } diff --git a/python/gps/agent/ros/agent_turtlebot.py b/python/gps/agent/ros/agent_turtlebot.py index 9e9ad58ea..33c325f26 100644 --- a/python/gps/agent/ros/agent_turtlebot.py +++ b/python/gps/agent/ros/agent_turtlebot.py @@ -106,7 +106,7 @@ def reset(self, condition): time.sleep(2.0) # useful for the real robot, so it stops completely # TODO: CHECK THIS - def sample(self, policy, condition, verbose=True, save=True, noisy=True): + def sample(self, policy, condition, reset=True, verbose=True, save=True, noisy=True): """ Reset and execute a policy and collect a sample. Args: @@ -118,14 +118,15 @@ def sample(self, policy, condition, verbose=True, save=True, noisy=True): Returns: sample: A Sample object. """ - - self.reset(condition) + if reset: + self.reset(condition) # Generate noise. if noisy: noise = generate_noise(self.T, self.dU, self._hyperparams) else: noise = np.zeros((self.T, self.dU)) - + noise = noise*0.01 + # Execute trial. trial_command = TrialCommand() trial_command.id = self._get_next_seq_id() @@ -146,4 +147,4 @@ def sample(self, policy, condition, verbose=True, save=True, noisy=True): sample = msg_to_sample(sample_msg, self) if save: self._samples[condition].append(sample) - return sample \ No newline at end of file + return sample diff --git a/python/gps/algorithm/cost/cost_state.py b/python/gps/algorithm/cost/cost_state.py index cb6346c75..d4b6d4739 100644 --- a/python/gps/algorithm/cost/cost_state.py +++ b/python/gps/algorithm/cost/cost_state.py @@ -37,6 +37,20 @@ def eval(self, sample): wp = config['wp'] tgt = config['target_state'] x = sample.get(data_type) + + if 'sup_key' in config: + key_list = np.arange(x.shape[1]) + mask = np.ones(len(key_list), dtype=bool) # all elements included/True. + mask[config['sup_key']] = False # Set unwanted elements to False + + new_tgt = np.zeros(x.shape) + for t in range(x.shape[0]): + new_tgt[t,config['sup_key']] = tgt + new_tgt[t,key_list[mask]] = x[t,key_list[mask]] + + # Assign pointer + tgt = new_tgt + _, dim_sensor = x.shape wpm = get_ramp_multiplier( diff --git a/python/gps/algorithm/policy/lin_gauss_policy.py b/python/gps/algorithm/policy/lin_gauss_policy.py index 127278227..a1c6371b9 100644 --- a/python/gps/algorithm/policy/lin_gauss_policy.py +++ b/python/gps/algorithm/policy/lin_gauss_policy.py @@ -50,13 +50,18 @@ def fold_k(self, noise): Returns: k: A T x dU bias vector. """ + mean_noise = np.zeros_like(noise) k = np.zeros_like(self.k) for i in range(self.T): scaled_noise = self.chol_pol_covar[i].T.dot(noise[i]) k[i] = scaled_noise + self.k[i] + mean_noise[i] = np.abs(scaled_noise) + #print "T ", i, scaled_noise + + print "Mean ", np.mean(mean_noise, axis=0) return k - def nans_like(self): + def nans_like(self, zeros=False): """ Returns: A new linear Gaussian policy object with the same dimensions @@ -67,9 +72,11 @@ def nans_like(self): np.zeros_like(self.pol_covar), np.zeros_like(self.chol_pol_covar), np.zeros_like(self.inv_pol_covar) ) - policy.K.fill(np.nan) - policy.k.fill(np.nan) - policy.pol_covar.fill(np.nan) - policy.chol_pol_covar.fill(np.nan) - policy.inv_pol_covar.fill(np.nan) + if zeros == False: + policy.K.fill(np.nan) + policy.k.fill(np.nan) + policy.pol_covar.fill(np.nan) + policy.chol_pol_covar.fill(np.nan) + policy.inv_pol_covar.fill(np.nan) + return policy diff --git a/python/gps/algorithm/traj_opt/mpc_traj_opt.py b/python/gps/algorithm/traj_opt/mpc_traj_opt.py index 423e64b7e..6fc3292c7 100644 --- a/python/gps/algorithm/traj_opt/mpc_traj_opt.py +++ b/python/gps/algorithm/traj_opt/mpc_traj_opt.py @@ -154,7 +154,7 @@ def backward(self, prev_mpc_traj_distr, traj_distr, traj_info, x0, mu, sigma, cu dU = prev_mpc_traj_distr.dU dX = prev_mpc_traj_distr.dX - mpc_traj_distr = prev_mpc_traj_distr.nans_like() + mpc_traj_distr = prev_mpc_traj_distr.nans_like(zeros=True) """ # TODO: Check BADMM need this? diff --git a/python/tests/test_turtlebot/turtlebot.py b/python/tests/test_turtlebot/turtlebot.py index d6b9edd7e..664f36528 100644 --- a/python/tests/test_turtlebot/turtlebot.py +++ b/python/tests/test_turtlebot/turtlebot.py @@ -16,7 +16,8 @@ from gps.gui.gps_training_gui import GPSTrainingGUI from gps.utility.data_logger import DataLogger from gps.sample.sample_list import SampleList -from gps.proto.gps_pb2 import END_EFFECTOR_POINTS, END_EFFECTOR_POINT_VELOCITIES, POSITION_NEAREST_OBSTACLE, ACTION +from gps.proto.gps_pb2 import END_EFFECTOR_POINTS, END_EFFECTOR_POINT_VELOCITIES,\ +MOBILE_POSITION, POSITION_NEAREST_OBSTACLE, ACTION from gps.sample.sample import Sample from gps.algorithm.cost.cost_obstacles import CostObstacle from gps.algorithm.cost.cost_state import CostState @@ -61,10 +62,12 @@ def runTest(itr_load): print("Error: cannot find '%s.'" % algorithm_file) os._exit(1) # called instead of sys.exit(), since this is in a thread - pol = algorithm.cur[0].traj_distr - #pol = algorithm.policy_opt.policy + #pol = algorithm.cur[0].traj_distr + pol = algorithm.policy_opt.policy agent_hyperparams = deepcopy(AGENT) agent_hyperparams.update(config['agent']) + cost_obstacle = CostObstacle(config['algorithm']['cost']['costs'][2]) + cost_state = CostState(config['algorithm']['cost']['costs'][1]) x0s = agent_hyperparams["x0"] for cond in range(len(x0s)): @@ -81,13 +84,24 @@ def runTest(itr_load): raw_input("Get data") ''' # Sample using offline trajectory distribution. - for i in range(config['num_samples']): - agent.sample(pol, cond) + #for i in range(config['num_samples']): + sample = agent.sample(pol, cond, noisy = True) + l, lx, lu, lxx, luu, lux = cost_obstacle.eval(sample) + sl, slx, slu, slxx, sluu, slux = cost_state.eval(sample) + + for t in range(T): + state = sample.get(MOBILE_POSITION, t) + obs = sample.get(POSITION_NEAREST_OBSTACLE, t) + dist = np.sqrt(np.sum((state - obs)**2)) + print state, obs, dist, 0.5*dist**2, l[t], sl[t] + #print sl[t] + #print lx[t] + raw_input("Get data") def main(): print 'running ros' - - exp_name = "turtlebot_example" + #exp_name = "turtlebot_badmm_example" + exp_name = "turtlebot_hallway_badmm_example" hyperparams = loadExperiment(exp_name) global config config = hyperparams.config diff --git a/src/gps_agent_pkg/launch/include/world_stage.launch b/src/gps_agent_pkg/launch/include/world_stage.launch index 5921fbb04..3133c6d48 100644 --- a/src/gps_agent_pkg/launch/include/world_stage.launch +++ b/src/gps_agent_pkg/launch/include/world_stage.launch @@ -21,8 +21,16 @@ --> + + + + diff --git a/src/gps_agent_pkg/maps/dynamic_obstacle.png b/src/gps_agent_pkg/maps/dynamic_obstacle.png new file mode 100644 index 0000000000000000000000000000000000000000..c1efd927d1a349f1298cd266d62795e40daac7b8 GIT binary patch literal 2123 zcmeHJO-Phs5FT-%)$pPhvAJ zUOIL$=u#a*Bng7CLxKev)JY;tg31VLdgcWqIz*=q;S1mHH{Uz+%=0|+e#=hw_a13! z?r0{WmP)xeK-4f5SGEyP?o}Uu$5&&mr!tt$W?#PPdyR&TG&HlU;`Rh zDE1H(F_wy$h=)G3MWiZfq8@U=0-L5{CgxBNQpgooaTA9;_yL-zh8@rk5>N=%00U{T zL@IcoF|Yv*EDz^m8!?utdKd|PXp6{9&EYHLf(16!O&vbMX&3-rNQco-3oGFVXrdZ+ zfD;5mAy@+pq)`c4;DN@#2DHbBA{*O?u^bbFk>h|E0(n8qJ0(nMpPX-GjT`5xm< zRtCr9PE0!q4$4VG3_sBd1*sFDaU3uumPi*8Y6a = nn_graph_point.p.a; obs_pose->b = nn_graph_point.p.b; //ROS_INFO("Got nearest neighbor, poly dist: %f", minDist); - } + }*/ + obs_pose->a = nn_graph_point.p.a; + obs_pose->b = nn_graph_point.p.b; *heading = head; return minDist; diff --git a/src/gps_agent_pkg/src/turtlebot.cpp b/src/gps_agent_pkg/src/turtlebot.cpp index ae372169b..96bdd54c0 100644 --- a/src/gps_agent_pkg/src/turtlebot.cpp +++ b/src/gps_agent_pkg/src/turtlebot.cpp @@ -43,8 +43,8 @@ void Turtlebot::init(ros::NodeHandle& n) // TODO: Set topic name by parameters cmd_pub_ = n.advertise("/cmd_vel_mux/input/navi", 1); // TODO: Set this by parameters - linear_velocities_size_ = 3; // Vx - angular_velocities_size_ = 3; // Wz (yaw) + linear_velocities_size_ = 2; // Vx, Vy + angular_velocities_size_ = 1; // Wz (yaw) // Action is linear and angular velocity active_arm_torques_.resize(linear_velocities_size_+angular_velocities_size_); @@ -100,11 +100,13 @@ void Turtlebot::update() // Setup action and send to robot geometry_msgs::Twist cmd_vel; cmd_vel.linear.x = active_arm_torques_[0]; - cmd_vel.linear.y = active_arm_torques_[1]; + /*cmd_vel.linear.y = active_arm_torques_[1]; cmd_vel.linear.z = active_arm_torques_[2]; cmd_vel.angular.x = active_arm_torques_[3]; cmd_vel.angular.y = active_arm_torques_[4]; - cmd_vel.angular.z = active_arm_torques_[5]; + cmd_vel.angular.z = active_arm_torques_[5];*/ + cmd_vel.linear.y = active_arm_torques_[1]; + cmd_vel.angular.z = active_arm_torques_[2]; cmd_pub_.publish(cmd_vel); } diff --git a/src/gps_agent_pkg/worlds/one_obstacle.world b/src/gps_agent_pkg/worlds/one_obstacle.world index 1f6938ffa..6cfeb6b7d 100644 --- a/src/gps_agent_pkg/worlds/one_obstacle.world +++ b/src/gps_agent_pkg/worlds/one_obstacle.world @@ -20,7 +20,7 @@ define turtlebot position size [ 0.255 0.255 0.400 ] origin [ 0.000 0.000 0.000 0.000 ] gui_nose 1 - drive "diff" + drive "omni" color "gray" kinect(pose [ -0.100 0.000 -0.110 0.000 ]) @@ -42,6 +42,12 @@ define floorplan model laser_return 1 ) +define block model +( + size [1.0 1.0 0.500] + gui_nose 0 +) + resolution 0.02 interval_sim 100 # simulation timestep in milliseconds @@ -56,7 +62,7 @@ window floorplan ( name "one_obstacle" - bitmap "../maps/one_obstacle.png" + bitmap "../maps/dynamic_obstacle.png" size [ 20.000 20.000 2.000 ] pose [ 10.000 10.000 0.000 0.000 ] ) @@ -64,7 +70,8 @@ floorplan # throw in a robot turtlebot ( - pose [ 3.5 8.3 0.000 0 ] + pose [ 1.5 8.3 0.000 0 ] name "turtlebot" color "black" ) +block( pose [ 5.5 8.3 0.000 180.000 ] color "red") From f7cbde140f61ecdac69e8572dcbcfc237e5c8a9f Mon Sep 17 00:00:00 2001 From: thobotics Date: Thu, 23 Mar 2017 14:21:01 +0700 Subject: [PATCH 23/44] ** Completed BADMM MPC_GPS surogate cost. Tested by box2d_pointmass_badmm QUESTION: Why pol_wt (nu) need to scaled using median like tgt_mu in policy_opt_caffe? --- python/gps/algorithm/algorithm.py | 9 +++ python/gps/algorithm/algorithm_badmm.py | 36 +++++++---- python/gps/algorithm/traj_opt/mpc_traj_opt.py | 59 +++++++++++++++---- python/gps/gps_main.py | 23 ++++---- 4 files changed, 92 insertions(+), 35 deletions(-) diff --git a/python/gps/algorithm/algorithm.py b/python/gps/algorithm/algorithm.py index 0e82173f8..b3f7954a6 100755 --- a/python/gps/algorithm/algorithm.py +++ b/python/gps/algorithm/algorithm.py @@ -77,6 +77,15 @@ def __init__(self, hyperparams): for _ in range(self.M) ] self.base_kl_step = self._hyperparams['kl_step'] + + self.mpc = [] # For initialize + + def init_mpc(self, num_samples, hyperparams): + for m in range(self.M): + self.mpc.append([]) + + for i in range(num_samples): + self.mpc[m].append(MpcTrajOpt(hyperparams, m)) @abc.abstractmethod def iteration(self, sample_list): diff --git a/python/gps/algorithm/algorithm_badmm.py b/python/gps/algorithm/algorithm_badmm.py index 4570e3dd1..664a4bdfb 100644 --- a/python/gps/algorithm/algorithm_badmm.py +++ b/python/gps/algorithm/algorithm_badmm.py @@ -124,17 +124,31 @@ def _update_policy(self, inner_itr): wt = np.zeros((N, T)) # Get time-indexed actions. for t in range(T): - # Compute actions along this trajectory. - prc[:, t, :, :] = np.tile(traj.inv_pol_covar[t, :, :], - [N, 1, 1]) - for i in range(N): - mu[i, t, :] = \ - (traj.K[t, :, :].dot(X[i, t, :]) + traj.k[t, :]) - \ - np.linalg.solve( - prc[i, t, :, :] / pol_info.pol_wt[t], - pol_info.lambda_K[t, :, :].dot(X[i, t, :]) + \ - pol_info.lambda_k[t, :] - ) + if not self.mpc: # is empty + # Compute actions along this trajectory. + prc[:, t, :, :] = np.tile(traj.inv_pol_covar[t, :, :], + [N, 1, 1]) + for i in range(N): + mu[i, t, :] = \ + (traj.K[t, :, :].dot(X[i, t, :]) + traj.k[t, :]) - \ + np.linalg.solve( + prc[i, t, :, :] / pol_info.pol_wt[t], + pol_info.lambda_K[t, :, :].dot(X[i, t, :]) + \ + pol_info.lambda_k[t, :] + ) + else: + for i in range(N): + mpc = self.mpc[m][i] + n, t_mpc = mpc.convert_t_traj(t) + mpc_pol = mpc.mpc_pol[n] + prc[i, t, :, :] = mpc_pol.inv_pol_covar[t_mpc, :, :] + mu[i, t, :] = \ + (mpc_pol.K[t_mpc, :, :].dot(X[i, t, :]) + mpc_pol.k[t_mpc, :]) - \ + np.linalg.solve( + prc[i, t, :, :] / pol_info.pol_wt[t], + pol_info.lambda_K[t, :, :].dot(X[i, t, :]) + \ + pol_info.lambda_k[t, :] + ) wt[:, t].fill(pol_info.pol_wt[t]) tgt_mu = np.concatenate((tgt_mu, mu)) tgt_prc = np.concatenate((tgt_prc, prc)) diff --git a/python/gps/algorithm/traj_opt/mpc_traj_opt.py b/python/gps/algorithm/traj_opt/mpc_traj_opt.py index 6fc3292c7..eb6fd909e 100644 --- a/python/gps/algorithm/traj_opt/mpc_traj_opt.py +++ b/python/gps/algorithm/traj_opt/mpc_traj_opt.py @@ -45,8 +45,11 @@ def __init__(self, hyperparams, cond): config['init_mpc'], cond ) self.mpc_pol.append(init_mpc['type'](init_mpc)) + + def convert_t_traj(self, t_traj): + return t_traj / (self.M - 1), t_traj % (self.M - 1) - def update(self, n, X_t, prior, traj_distr, traj_info, cur_t): + def update(self, n, X_t, prior, traj_distr, traj_info, cur_t, pol_info=None): self.T = traj_distr.T dX = traj_distr.dX dU = traj_distr.dU @@ -65,7 +68,7 @@ def update(self, n, X_t, prior, traj_distr, traj_info, cur_t): self.T_mpc = X_ref.shape[0] mu, sigma = self.forward(traj_distr, trajinfo, cur_t) - new_mpc = self.backward(self.mpc_pol[n], traj_distr, trajinfo, X_ref, mu, sigma, cur_t) + new_mpc = self.backward(self.mpc_pol[n], traj_distr, trajinfo, X_ref, mu, sigma, cur_t, pol_info) # Store mpc self.mpc_pol[n] = new_mpc @@ -132,7 +135,7 @@ def forward(self, traj_distr, traj_info, cur_t): mu[t+1, idx_x] = Fm[t_traj, :, :].dot(mu[t, :]) + fv[t_traj, :] return mu, sigma - def backward(self, prev_mpc_traj_distr, traj_distr, traj_info, x0, mu, sigma, cur_t): + def backward(self, prev_mpc_traj_distr, traj_distr, traj_info, x0, mu, sigma, cur_t, pol_info): """ Perform LQR backward pass. This computes a new linear Gaussian policy object. @@ -184,7 +187,7 @@ def backward(self, prev_mpc_traj_distr, traj_distr, traj_info, x0, mu, sigma, cu Vxx = np.zeros((T, dX, dX)) Vx = np.zeros((T, dX)) - fCm, fcv = self.compute_costs(traj_distr, x0, mu, sigma, cur_t) + fCm, fcv = self.compute_costs(traj_distr, x0, mu, sigma, cur_t, pol_info) # Compute state-action-state function at each time step. for t in range(T - 1, -1, -1): @@ -293,26 +296,56 @@ def _eval_cost(self, x0, mu, sigma): return fCm, fcv - def compute_costs(self, traj_distr, x0, mu, sigma, cur_t): + def compute_costs(self, traj_distr, x0, mu, sigma, cur_t, pol_info): T = self.T_mpc + dX = self.dX + dU = self.dU fCm, fcv = self._eval_cost(x0, mu, sigma) - K, ipc, k = traj_distr.K, traj_distr.inv_pol_covar, traj_distr.k + if pol_info is not None: + # Modify policy action via Lagrange multiplier. + fcv[:, dX:] -= pol_info.lambda_k[cur_t:cur_t+T] + fCm[:, dX:, :dX] -= pol_info.lambda_K[cur_t:cur_t+T] + fCm[:, :dX, dX:] -= np.transpose(pol_info.lambda_K[cur_t:cur_t+T], [0, 2, 1]) + + # NOTE: Copy from policy_opt_caffe, and it work. + # If using raw wt policy cost diverge. + wts = pol_info.pol_wt * (float(T) / np.sum(pol_info.pol_wt)) + # Allow weights to be at most twice the robust median. + mn = np.median(wts[(wts > 1e-2).nonzero()]) + for t in range(T): + wts[t] = min(wts[t], 2 * mn) + # Robust median should be around one. + wts /= mn + # Add in the trajectory divergence term. for t in range(T - 1, -1, -1): t_traj = cur_t+t - fCm[t, :, :] += np.vstack([ + if pol_info is not None: + # Policy KL-divergence terms. + inv_pol_covar = np.linalg.solve( + pol_info.chol_pol_S[t_traj, :, :], + np.linalg.solve(pol_info.chol_pol_S[t_traj, :, :].T, np.eye(dU)) + ) + K, k = pol_info.pol_K[t_traj, :, :], pol_info.pol_k[t_traj, :] + wt = wts[t_traj] + else: + K, k = traj_distr.K[t_traj, :, :], traj_distr.k[t_traj, :] + inv_pol_covar = traj_distr.inv_pol_covar[t_traj, :, :] + wt = 1.0 # No weight + + fCm[t, :, :] += wt * np.vstack([ np.hstack([ - K[t_traj, :, :].T.dot(ipc[t_traj, :, :]).dot(K[t_traj, :, :]), - -K[t_traj, :, :].T.dot(ipc[t_traj, :, :]) + K.T.dot(inv_pol_covar).dot(K), + -K.T.dot(inv_pol_covar) ]), np.hstack([ - -ipc[t_traj, :, :].dot(K[t_traj, :, :]), ipc[t_traj, :, :] + -inv_pol_covar.dot(K), inv_pol_covar ]) ]) - fcv[t, :] += np.hstack([ - K[t_traj, :, :].T.dot(ipc[t_traj, :, :]).dot(k[t_traj, :]), - -ipc[t_traj, :, :].dot(k[t_traj, :]) + fcv[t, :] += wt * np.hstack([ + K.T.dot(inv_pol_covar).dot(k), + -inv_pol_covar.dot(k) ]) return fCm, fcv \ No newline at end of file diff --git a/python/gps/gps_main.py b/python/gps/gps_main.py index c1cb42fc9..b11bc352c 100755 --- a/python/gps/gps_main.py +++ b/python/gps/gps_main.py @@ -19,6 +19,7 @@ from gps.utility.data_logger import DataLogger from gps.sample.sample_list import SampleList from gps.algorithm.traj_opt.mpc_traj_opt import MpcTrajOpt +from gps.algorithm.algorithm_traj_opt import AlgorithmTrajOpt from gps.sample.sample import Sample from math import ceil import numpy as np @@ -62,14 +63,9 @@ def __init__(self, config, quit_on_end=False): self.mpc_agent = config['agent']['type'](config['agent']) # Algorithm __init__ deleted it - config['algorithm']['agent'] = self.agent + config['algorithm']['agent'] = self.agent - self.mpc = [] - for m in range(self.algorithm.M): - self.mpc.append([]) - - for i in range(config['num_samples']): - self.mpc[m].append(MpcTrajOpt(config['algorithm'], m)) + self.algorithm.init_mpc(config['num_samples'], config['algorithm']) def run(self, itr_load=None): """ @@ -224,16 +220,21 @@ def _roll_out(self, pol, itr, cond, i): if i == 0: # Note: At this time algorithm.prev = algorithm.cur, # and prev.traj_info already have x0mu, x0sigma. - self.off_prior, _ = self.algorithm.traj_opt.forward(pol, self.algorithm.prev[cond].traj_info) - + self.off_prior, _ = self.algorithm.traj_opt.forward(pol, self.algorithm.prev[cond].traj_info) + + if type(self.algorithm) == AlgorithmTrajOpt: + pol_info = None + else: + pol_info = self.algorithm.cur[cond].pol_info + for n in range(N): # Note: M-1 because action[M] = [0,0]. t_traj = n*(M-1) reset = True if(n == 0) else False - mpc_pol = self.mpc[cond][i].update( + mpc_pol = self.algorithm.mpc[cond][i].update( n, X_t, self.off_prior, pol, - self.algorithm.cur[cond].traj_info, t_traj + self.algorithm.cur[cond].traj_info, t_traj, pol_info ) new_sample = self.mpc_agent.sample( mpc_pol, cond, From bba5400ead16a660ab1fca0c6d808e4d1adb7939 Mon Sep 17 00:00:00 2001 From: thobotics Date: Thu, 23 Mar 2017 14:25:08 +0700 Subject: [PATCH 24/44] Experiment on turtlebot_badmm one obstacle world. RESULT: Still working on it ... (Tried MPC_GPS weighted, then PLATO) --- .../hyperparams.py | 10 +- .../.goutputstream-SZ54WY | 178 +++++++++++ .../.goutputstream-U5VPXY | 246 +++++++++++++++ .../turtlebot_badmm_example/hyperparams.py | 288 ++++++++++++++++++ experiments/turtlebot_example/hyperparams.py | 37 ++- python/tests/test_turtlebot/turtlebot.py | 7 +- .../launch/include/world_stage.launch | 4 +- .../maps/dynamic_obstacle_ext.png | Bin 0 -> 2422 bytes src/gps_agent_pkg/maps/one_obstacle.yaml | 2 +- src/gps_agent_pkg/worlds/one_obstacle.world | 10 +- 10 files changed, 759 insertions(+), 23 deletions(-) create mode 100644 experiments/turtlebot_badmm_example/.goutputstream-SZ54WY create mode 100644 experiments/turtlebot_badmm_example/.goutputstream-U5VPXY create mode 100644 experiments/turtlebot_badmm_example/hyperparams.py create mode 100644 src/gps_agent_pkg/maps/dynamic_obstacle_ext.png diff --git a/experiments/box2d_pointmass_badmm_example/hyperparams.py b/experiments/box2d_pointmass_badmm_example/hyperparams.py index 729d53c98..094bf32d7 100644 --- a/experiments/box2d_pointmass_badmm_example/hyperparams.py +++ b/experiments/box2d_pointmass_badmm_example/hyperparams.py @@ -38,7 +38,7 @@ 'data_files_dir': EXP_DIR + 'data_files/', 'log_filename': EXP_DIR + 'log.txt', 'conditions': 4, - 'use_mpc': False, + 'use_mpc': True, } if not os.path.exists(common['data_files_dir']): @@ -92,6 +92,14 @@ 'T': agent['T'], } +algorithm['init_mpc'] = { + 'type': init_pd, + 'init_var': 5.0, + 'pos_gains': 0.0, + 'dQ': SENSOR_DIMS[ACTION], + 'dt': agent['dt'], + 'T': agent['M'], +} action_cost = { 'type': CostAction, diff --git a/experiments/turtlebot_badmm_example/.goutputstream-SZ54WY b/experiments/turtlebot_badmm_example/.goutputstream-SZ54WY new file mode 100644 index 000000000..656766b09 --- /dev/null +++ b/experiments/turtlebot_badmm_example/.goutputstream-SZ54WY @@ -0,0 +1,178 @@ +""" Hyperparameters for PR2 trajectory optimization experiment. """ +from __future__ import division + +from datetime import datetime +import os.path + +import numpy as np + +from gps import __file__ as gps_filepath +from gps.agent.ros.agent_turtlebot import AgentTurtlebot +from gps.algorithm.algorithm_traj_opt import AlgorithmTrajOpt +from gps.algorithm.cost.cost_fk import CostFK +from gps.algorithm.cost.cost_action import CostAction +from gps.algorithm.cost.cost_state import CostState +from gps.algorithm.cost.cost_obstacles import CostObstacle +from gps.algorithm.cost.cost_sum import CostSum +from gps.algorithm.cost.cost_utils import RAMP_LINEAR, RAMP_FINAL_ONLY +from gps.algorithm.dynamics.dynamics_lr_prior import DynamicsLRPrior +from gps.algorithm.dynamics.dynamics_prior_gmm import DynamicsPriorGMM +from gps.algorithm.traj_opt.traj_opt_lqr_python import TrajOptLQRPython +from gps.algorithm.policy.lin_gauss_init import init_lqr, init_pd +from gps.gui.target_setup_gui import load_pose_from_npz +from gps.proto.gps_pb2 import MOBILE_POSITION, MOBILE_ORIENTATION, \ + MOBILE_VELOCITIES_LINEAR, MOBILE_VELOCITIES_ANGULAR, ACTION, \ + POSITION_NEAREST_OBSTACLE +from gps.utility.general_utils import get_ee_points +from gps.gui.config import generate_experiment_info + +SENSOR_DIMS = { + MOBILE_POSITION: 3, + MOBILE_ORIENTATION: 4, + MOBILE_VELOCITIES_LINEAR: 3, + MOBILE_VELOCITIES_ANGULAR: 3, + #ACTION: 6, + ACTION: 2 +} + +BASE_DIR = '/'.join(str.split(gps_filepath, '/')[:-2]) +EXP_DIR = BASE_DIR + '/../experiments/turtlebot_example/' + +# NOTE: This is odom pose. +# Default is in one_stacle.world +x0s = [np.array([0., 0., 0., # Position x, y, z + 0., 0., 0., 1., # Quaternion x, y, z, w + 0., 0., 0., # Linear Velocities + 0., 0., 0.])] +ee_tgts = [] +# NOTE: This is map pose (The order of quaternion also different). +#''' +reset_conditions = [np.array([4.5, 8.3, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.])] # Angular Velocities +''' +reset_conditions = [np.array([3.5, 10., 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.])] # Angular Velocities +''' +common = { + 'experiment_name': 'my_experiment' + '_' + \ + datetime.strftime(datetime.now(), '%m-%d-%y_%H-%M'), + 'experiment_dir': EXP_DIR, + 'data_files_dir': EXP_DIR + 'data_files/', + 'target_filename': EXP_DIR + 'target.npz', + 'log_filename': EXP_DIR + 'log.txt', + 'conditions': 1, +} + +if not os.path.exists(common['data_files_dir']): + os.makedirs(common['data_files_dir']) + +agent = { + 'type': AgentTurtlebot, + 'dt': 0.05, + 'conditions': common['conditions'], + 'T': 100, + 'x0': x0s, + 'reset_conditions': reset_conditions, + 'sensor_dims': SENSOR_DIMS, + 'state_include': [MOBILE_POSITION, MOBILE_ORIENTATION, \ + MOBILE_VELOCITIES_LINEAR, MOBILE_VELOCITIES_ANGULAR], + 'obs_include': [], +} + +algorithm = { + 'type': AlgorithmTrajOpt, + 'conditions': common['conditions'], + 'iterations': 15, +} + +algorithm['init_traj_distr'] = { + 'type': init_pd, + 'init_var': 5.0, + 'pos_gains': 0.0, + 'dQ': SENSOR_DIMS[ACTION], + 'dt': agent['dt'], + 'T': agent['T'], +} + + +action_cost = { + 'type': CostAction, + 'wu': np.ones(SENSOR_DIMS[ACTION])*5e-5 +} + +state_cost = { + 'type': CostState, + 'data_types' : { + #MOBILE_POSITION: { + #'wp': np.ones(SENSOR_DIMS[MOBILE_POSITION])*0.025, + #'target_state': np.array([20.]), + #'ramp_option': RAMP_LINEAR, + #'sup_key': [0], + #}, + MOBILE_ORIENTATION: { + 'wp': np.ones(SENSOR_DIMS[MOBILE_ORIENTATION])*7.5, + 'target_state': np.array([0., 0., 0., 1.]), + }, + MOBILE_VELOCITIES_LINEAR: { + 'wp': np.ones(SENSOR_DIMS[MOBILE_VELOCITIES_LINEAR])*2.5, + 'target_state': np.array([1.0, 0., 0.]), + }, + MOBILE_VELOCITIES_ANGULAR: { + 'wp': np.ones(SENSOR_DIMS[MOBILE_VELOCITIES_ANGULAR])*0.25, + 'target_state': np.array([0., 0., 0.]), + }, + }, +} + +obstacle_cost = { + 'type': CostObstacle, + 'obstacle_type' : POSITION_NEAREST_OBSTACLE, + 'data_types' : { + MOBILE_POSITION: { + 'wp': np.ones(SENSOR_DIMS[MOBILE_POSITION]), + 'd_safe': 1.5 + }, + }, +} + +algorithm['cost'] = { + 'type': CostSum, + 'costs': [action_cost, state_cost, obstacle_cost], + 'weights': [1.0, 1.0, 2.5], + #'costs': [action_cost, state_cost], + #'weights': [1.0, 1.0], +} + + +algorithm['dynamics'] = { + 'type': DynamicsLRPrior, + 'regularization': 1e-6, + 'prior': { + 'type': DynamicsPriorGMM, + 'max_clusters': 20, + 'min_samples_per_cluster': 40, + 'max_samples': 20, + }, +} + +algorithm['traj_opt'] = { + 'type': TrajOptLQRPython, +} + +algorithm['policy_opt'] = {} + +config = { + 'iterations': algorithm['iterations'], + 'common': common, + 'verbose_trials': 0, + 'agent': agent, + 'gui_on': True, + 'algorithm': algorithm, + 'num_samples': 5, +} + +common['info'] = generate_experiment_info(config) diff --git a/experiments/turtlebot_badmm_example/.goutputstream-U5VPXY b/experiments/turtlebot_badmm_example/.goutputstream-U5VPXY new file mode 100644 index 000000000..80853aa1f --- /dev/null +++ b/experiments/turtlebot_badmm_example/.goutputstream-U5VPXY @@ -0,0 +1,246 @@ +""" Hyperparameters for PR2 trajectory optimization experiment. """ +from __future__ import division + +from datetime import datetime +import os.path + +import numpy as np + +from gps import __file__ as gps_filepath +from gps.agent.ros.agent_turtlebot import AgentTurtlebot +from gps.algorithm.algorithm_badmm import AlgorithmBADMM +from gps.algorithm.cost.cost_fk import CostFK +from gps.algorithm.cost.cost_action import CostAction +from gps.algorithm.cost.cost_state import CostState +from gps.algorithm.cost.cost_obstacles import CostObstacle +from gps.algorithm.cost.cost_sum import CostSum +from gps.algorithm.cost.cost_utils import RAMP_LINEAR, RAMP_FINAL_ONLY +from gps.algorithm.dynamics.dynamics_lr_prior import DynamicsLRPrior +from gps.algorithm.dynamics.dynamics_prior_gmm import DynamicsPriorGMM +from gps.algorithm.policy.policy_prior_gmm import PolicyPriorGMM +from gps.algorithm.traj_opt.traj_opt_lqr_python import TrajOptLQRPython +from gps.algorithm.policy_opt.policy_opt_caffe import PolicyOptCaffe +from gps.algorithm.policy.lin_gauss_init import init_lqr, init_pd +from gps.gui.target_setup_gui import load_pose_from_npz +from gps.proto.gps_pb2 import MOBILE_POSITION, MOBILE_ORIENTATION, \ + MOBILE_VELOCITIES_LINEAR, MOBILE_VELOCITIES_ANGULAR, ACTION, \ + POSITION_NEAREST_OBSTACLE +from gps.utility.general_utils import get_ee_points +from gps.gui.config import generate_experiment_info + +SENSOR_DIMS = { + MOBILE_POSITION: 3, + MOBILE_ORIENTATION: 4, + MOBILE_VELOCITIES_LINEAR: 3, + MOBILE_VELOCITIES_ANGULAR: 3, + ACTION: 3 +} + +BASE_DIR = '/'.join(str.split(gps_filepath, '/')[:-2]) +EXP_DIR = BASE_DIR + '/../experiments/turtlebot_badmm_example/' + +# NOTE: This is odom pose. +# Default is in one_stacle.world +x0s = [np.array([2., 0., 0., # Position x, y, z + 0., 0., 0., 1., # Quaternion x, y, z, w + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), + np.array([1., 0., 0., # Position x, y, z + 0., 0., 0., 1., # Quaternion x, y, z, w + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), + np.array([2., -0.5, 0., # Position x, y, z + 0., 0., 0., 1., # Quaternion x, y, z, w + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), + np.array([1., 0.5, 0., # Position x, y, z + 0., 0., 0., 1., # Quaternion x, y, z, w + 0., 0., 0., # Linear Velocities + 0., 0., 0.])] + + +# NOTE: This is map pose (The order of quaternion also different). +odom_pose = [1.5, 8.3, 0.] +x0s = [] +reset_conditions = [] + +map_state = [np.array([3.5, 8.3, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), # Angular Velocities + np.array([2.5, 8.3, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), # Angular Velocities + np.array([3.5, 7.8, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), # Angular Velocities + np.array([2.5, 8.8, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), # Angular Velocities + ] +common = { + 'experiment_name': 'my_experiment' + '_' + \ + datetime.strftime(datetime.now(), '%m-%d-%y_%H-%M'), + 'experiment_dir': EXP_DIR, + 'data_files_dir': EXP_DIR + 'data_files/', + 'target_filename': EXP_DIR + 'target.npz', + 'log_filename': EXP_DIR + 'log.txt', + 'conditions': 4, + 'use_mpc': False, +} + +if not os.path.exists(common['data_files_dir']): + os.makedirs(common['data_files_dir']) + +for i in xrange(common['conditions']): + idx_pos = SENSOR_DIMS[MOBILE_POSITION] + idx_ori = SENSOR_DIMS[MOBILE_ORIENTATION] + + state = np.zeros(map_state[i].size) + state[:idx_pos] = map_state[i][:idx_pos] - odom_pose + + # Change orientation + state[idx_pos] = x0s[i][idx_pos+3] # w + state[idx_pos+1] = x0s[i][idx_pos+2] # z + state[idx_pos+2] = x0s[i][idx_pos] # x + state[idx_pos+3] = x0s[i][idx_pos+1] # y + + x0s.append(state[i]) + reset_conditions.append(map_state[i]) + +print reset_conditions +raw_input("Paused") + +agent = { + 'type': AgentTurtlebot, + 'dt': 0.05, + 'conditions': common['conditions'], + 'T': 100, + 'x0': x0s, + 'use_mpc': common['use_mpc'], + 'M': 5, + 'reset_conditions': reset_conditions, + 'sensor_dims': SENSOR_DIMS, + 'state_include': [MOBILE_POSITION, MOBILE_ORIENTATION, \ + MOBILE_VELOCITIES_LINEAR, MOBILE_VELOCITIES_ANGULAR], + 'obs_include': [MOBILE_POSITION, MOBILE_ORIENTATION, \ + MOBILE_VELOCITIES_LINEAR, MOBILE_VELOCITIES_ANGULAR], +} + +algorithm = { + 'type': AlgorithmBADMM, + 'conditions': common['conditions'], + 'iterations': 10, + 'lg_step_schedule': np.array([1e-4, 1e-3, 1e-2, 1e-2]), + 'policy_dual_rate': 0.2, + 'ent_reg_schedule': np.array([1e-3, 1e-3, 1e-2, 1e-1]), + 'fixed_lg_step': 3, + 'kl_step': 5.0, + 'min_step_mult': 0.01, + 'max_step_mult': 1.0, + 'sample_decrease_var': 0.05, + 'sample_increase_var': 0.1, +} + +algorithm['init_traj_distr'] = { + 'type': init_pd, + 'init_var': 5.0, + 'pos_gains': 0.0, + 'dQ': SENSOR_DIMS[ACTION], + 'dt': agent['dt'], + 'T': agent['T'], +} + +algorithm['init_mpc'] = { + 'type': init_pd, + 'init_var': 5.0, + 'pos_gains': 0.0, + 'dQ': SENSOR_DIMS[ACTION], + 'dt': agent['dt'], + 'T': agent['M'], +} + + +action_cost = { + 'type': CostAction, + 'wu': np.ones(SENSOR_DIMS[ACTION])*5e-5 +} + +state_cost = { + 'type': CostState, + 'data_types' : { + MOBILE_ORIENTATION: { + 'wp': np.ones(SENSOR_DIMS[MOBILE_ORIENTATION])*10., + 'target_state': np.array([0., 0., 0., 1.]), + }, + MOBILE_VELOCITIES_LINEAR: { + 'wp': np.ones(SENSOR_DIMS[MOBILE_VELOCITIES_LINEAR])*1., + 'target_state': np.array([0.75, 0., 0.]), + }, + MOBILE_VELOCITIES_ANGULAR: { + 'wp': np.ones(SENSOR_DIMS[MOBILE_VELOCITIES_ANGULAR])*0.25, + 'target_state': np.array([0., 0., 0.]), + }, + }, +} + +obstacle_cost = { + 'type': CostObstacle, + 'obstacle_type' : POSITION_NEAREST_OBSTACLE, + 'data_types' : { + MOBILE_POSITION: { + 'wp': np.ones(SENSOR_DIMS[MOBILE_POSITION]), + 'd_safe': 0.4 # Note that it 0.5*d^2 + }, + }, +} + +algorithm['cost'] = { + 'type': CostSum, + 'costs': [action_cost, state_cost, obstacle_cost], + 'weights': [1.0, 1.0, 10.0], +} + + +algorithm['dynamics'] = { + 'type': DynamicsLRPrior, + 'regularization': 1e-6, + 'prior': { + 'type': DynamicsPriorGMM, + 'max_clusters': 20, + 'min_samples_per_cluster': 40, + 'max_samples': 20, + }, +} + +algorithm['traj_opt'] = { + 'type': TrajOptLQRPython, +} + +algorithm['policy_opt'] = { + 'type': PolicyOptCaffe, + 'weights_file_prefix': EXP_DIR + 'policy', +} + +algorithm['policy_prior'] = { + 'type': PolicyPriorGMM, + 'max_clusters': 20, + 'min_samples_per_cluster': 40, + 'max_samples': 20, +} + +config = { + 'iterations': algorithm['iterations'], + 'common': common, + 'verbose_trials': 0, + 'verbose_policy_trials': 1, + 'agent': agent, + 'gui_on': True, + 'algorithm': algorithm, + 'num_samples': 5, +} + +common['info'] = generate_experiment_info(config) diff --git a/experiments/turtlebot_badmm_example/hyperparams.py b/experiments/turtlebot_badmm_example/hyperparams.py new file mode 100644 index 000000000..f82c768b7 --- /dev/null +++ b/experiments/turtlebot_badmm_example/hyperparams.py @@ -0,0 +1,288 @@ +""" Hyperparameters for PR2 trajectory optimization experiment. """ +from __future__ import division + +from datetime import datetime +import os.path + +import numpy as np + +from gps import __file__ as gps_filepath +from gps.agent.ros.agent_turtlebot import AgentTurtlebot +from gps.algorithm.algorithm_badmm import AlgorithmBADMM +from gps.algorithm.cost.cost_fk import CostFK +from gps.algorithm.cost.cost_action import CostAction +from gps.algorithm.cost.cost_state import CostState +from gps.algorithm.cost.cost_obstacles import CostObstacle +from gps.algorithm.cost.cost_sum import CostSum +from gps.algorithm.cost.cost_utils import RAMP_LINEAR, RAMP_FINAL_ONLY +from gps.algorithm.dynamics.dynamics_lr_prior import DynamicsLRPrior +from gps.algorithm.dynamics.dynamics_prior_gmm import DynamicsPriorGMM +from gps.algorithm.policy.policy_prior_gmm import PolicyPriorGMM +from gps.algorithm.traj_opt.traj_opt_lqr_python import TrajOptLQRPython +from gps.algorithm.policy_opt.policy_opt_caffe import PolicyOptCaffe +from gps.algorithm.policy.lin_gauss_init import init_lqr, init_pd +from gps.gui.target_setup_gui import load_pose_from_npz +from gps.proto.gps_pb2 import MOBILE_POSITION, MOBILE_ORIENTATION, \ + MOBILE_VELOCITIES_LINEAR, MOBILE_VELOCITIES_ANGULAR, ACTION, \ + POSITION_NEAREST_OBSTACLE +from gps.utility.general_utils import get_ee_points +from gps.gui.config import generate_experiment_info + +SENSOR_DIMS = { + MOBILE_POSITION: 3, + MOBILE_ORIENTATION: 4, + MOBILE_VELOCITIES_LINEAR: 3, + MOBILE_VELOCITIES_ANGULAR: 3, + ACTION: 3 +} + +BASE_DIR = '/'.join(str.split(gps_filepath, '/')[:-2]) +EXP_DIR = BASE_DIR + '/../experiments/turtlebot_badmm_example/' + +# NOTE: This is odom pose. +# Default is in one_stacle.world +''' +x0s = [np.array([2., 0., 0., # Position x, y, z + 0., 0., 0., 1., # Quaternion x, y, z, w + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), + np.array([1., 0., 0., # Position x, y, z + 0., 0., 0., 1., # Quaternion x, y, z, w + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), + np.array([2., -0.5, 0., # Position x, y, z + 0., 0., 0., 1., # Quaternion x, y, z, w + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), + np.array([1., 0.5, 0., # Position x, y, z + 0., 0., 0., 1., # Quaternion x, y, z, w + 0., 0., 0., # Linear Velocities + 0., 0., 0.])] +''' + +odom_pose = [1.5, 8.3, 0.] +x0s = [] +reset_conditions = [] + +# NOTE: This is map pose (The order of quaternion also different). +map_state = [np.array([4.0, 8.3, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), # Angular Velocities + np.array([4.0, 8.0, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), # Angular Velocities + np.array([4.0, 8.6, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), # Angular Velocities + np.array([4.0, 7.4, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), # Angular Velocities + np.array([4.0, 9.2, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), # Angular Velocities + np.array([3.5, 8.3, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), # Angular Velocities + np.array([3.5, 8.0, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), # Angular Velocities + np.array([3.5, 8.6, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), # Angular Velocities + np.array([3.5, 7.4, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), # Angular Velocities + np.array([3.5, 9.2, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), # Angular Velocities + np.array([4.5, 8.3, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), # Angular Velocities + np.array([4.5, 8.0, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), # Angular Velocities + np.array([4.5, 8.6, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), # Angular Velocities + np.array([4.5, 7.4, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), # Angular Velocities + np.array([4.5, 9.2, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), # Angular Velocities + ] +common = { + 'experiment_name': 'my_experiment' + '_' + \ + datetime.strftime(datetime.now(), '%m-%d-%y_%H-%M'), + 'experiment_dir': EXP_DIR, + 'data_files_dir': EXP_DIR + 'data_files/', + 'target_filename': EXP_DIR + 'target.npz', + 'log_filename': EXP_DIR + 'log.txt', + 'conditions': len(map_state), + 'use_mpc': True, +} + +if not os.path.exists(common['data_files_dir']): + os.makedirs(common['data_files_dir']) + +for i in xrange(common['conditions']): + idx_pos = SENSOR_DIMS[MOBILE_POSITION] + idx_ori = SENSOR_DIMS[MOBILE_ORIENTATION] + + state = np.zeros(map_state[i].size) + state[:idx_pos] = map_state[i][:idx_pos] - odom_pose + + # Change orientation + state[idx_pos] = map_state[i][idx_pos+2] # w + state[idx_pos+1] = map_state[i][idx_pos+3] # z + state[idx_pos+2] = map_state[i][idx_pos+1] # x + state[idx_pos+3] = map_state[i][idx_pos] # y + + x0s.append(state) + reset_conditions.append(map_state[i]) + +agent = { + 'type': AgentTurtlebot, + 'dt': 0.05, + 'conditions': common['conditions'], + 'T': 100, + 'x0': x0s, + 'use_mpc': common['use_mpc'], + 'M': 5, + 'reset_conditions': reset_conditions, + 'sensor_dims': SENSOR_DIMS, + 'state_include': [MOBILE_POSITION, MOBILE_ORIENTATION, \ + MOBILE_VELOCITIES_LINEAR, MOBILE_VELOCITIES_ANGULAR], + 'obs_include': [MOBILE_POSITION, MOBILE_ORIENTATION, \ + MOBILE_VELOCITIES_LINEAR, MOBILE_VELOCITIES_ANGULAR], +} + +algorithm = { + 'type': AlgorithmBADMM, + 'conditions': common['conditions'], + 'iterations': 10, + 'lg_step_schedule': np.array([1e-4, 1e-3, 1e-2, 1e-2]), + 'policy_dual_rate': 0.2, + 'ent_reg_schedule': np.array([1e-3, 1e-3, 1e-2, 1e-1]), + 'fixed_lg_step': 3, + 'kl_step': 5.0, + 'min_step_mult': 0.01, + 'max_step_mult': 1.0, + 'sample_decrease_var': 0.05, + 'sample_increase_var': 0.1, +} + +algorithm['init_traj_distr'] = { + 'type': init_pd, + 'init_var': 5.0, + 'pos_gains': 0.0, + 'dQ': SENSOR_DIMS[ACTION], + 'dt': agent['dt'], + 'T': agent['T'], +} + +algorithm['init_mpc'] = { + 'type': init_pd, + 'init_var': 5.0, + 'pos_gains': 0.0, + 'dQ': SENSOR_DIMS[ACTION], + 'dt': agent['dt'], + 'T': agent['M'], +} + + +action_cost = { + 'type': CostAction, + 'wu': np.ones(SENSOR_DIMS[ACTION])*5e-4 +} + +state_cost = { + 'type': CostState, + 'data_types' : { + MOBILE_ORIENTATION: { + 'wp': np.ones(SENSOR_DIMS[MOBILE_ORIENTATION])*1000., + 'target_state': np.array([0., 0., 0., 1.]), + }, + MOBILE_VELOCITIES_LINEAR: { + 'wp': np.ones(SENSOR_DIMS[MOBILE_VELOCITIES_LINEAR])*100., + 'target_state': np.array([1.0, 0., 0.]), + }, + MOBILE_VELOCITIES_ANGULAR: { + 'wp': np.ones(SENSOR_DIMS[MOBILE_VELOCITIES_ANGULAR])*25., + 'target_state': np.array([0., 0., 0.]), + }, + }, +} + +obstacle_cost = { + 'type': CostObstacle, + 'obstacle_type' : POSITION_NEAREST_OBSTACLE, + 'data_types' : { + MOBILE_POSITION: { + 'wp': np.ones(SENSOR_DIMS[MOBILE_POSITION]), + 'd_safe': 0.4 # Note that it 0.5*d^2 + }, + }, +} + +algorithm['cost'] = { + 'type': CostSum, + 'costs': [action_cost, state_cost, obstacle_cost], + 'weights': [1.0, 1.0, 1000.0], +} + + +algorithm['dynamics'] = { + 'type': DynamicsLRPrior, + 'regularization': 1e-6, + 'prior': { + 'type': DynamicsPriorGMM, + 'max_clusters': 20, + 'min_samples_per_cluster': 40, + 'max_samples': 20, + }, +} + +algorithm['traj_opt'] = { + 'type': TrajOptLQRPython, +} + +algorithm['policy_opt'] = { + 'type': PolicyOptCaffe, + 'weights_file_prefix': EXP_DIR + 'policy', +} + +algorithm['policy_prior'] = { + 'type': PolicyPriorGMM, + 'max_clusters': 20, + 'min_samples_per_cluster': 40, + 'max_samples': 20, +} + +config = { + 'iterations': algorithm['iterations'], + 'common': common, + 'verbose_trials': 0, + 'verbose_policy_trials': 1, + 'agent': agent, + 'gui_on': True, + 'algorithm': algorithm, + 'num_samples': 5, +} + +common['info'] = generate_experiment_info(config) diff --git a/experiments/turtlebot_example/hyperparams.py b/experiments/turtlebot_example/hyperparams.py index d8bb15479..ac14da4b8 100644 --- a/experiments/turtlebot_example/hyperparams.py +++ b/experiments/turtlebot_example/hyperparams.py @@ -39,13 +39,12 @@ # NOTE: This is odom pose. # Default is in one_stacle.world -x0s = [np.array([0., 0., 0., # Position x, y, z - 0., 0., 0., 1., # Quaternion x, y, z, w - 0., 0., 0., # Linear Velocities - 0., 0., 0.])] -ee_tgts = [] + +odom_pose = [1.5, 8.3, 0.] +x0s = [] +reset_conditions = [] # NOTE: This is map pose (The order of quaternion also different). -reset_conditions = [np.array([1.5, 8.3, 0., # Position x, y, z +map_state = [np.array([3.5, 8.3, 0., # Position x, y, z 1., 0., 0., 0., # Quaternion w, z, (x, y?) 0., 0., 0., # Linear Velocities 0., 0., 0.])] # Angular Velocities @@ -63,6 +62,22 @@ if not os.path.exists(common['data_files_dir']): os.makedirs(common['data_files_dir']) +for i in xrange(common['conditions']): + idx_pos = SENSOR_DIMS[MOBILE_POSITION] + idx_ori = SENSOR_DIMS[MOBILE_ORIENTATION] + + state = np.zeros(map_state[i].size) + state[:idx_pos] = map_state[i][:idx_pos] - odom_pose + + # Change orientation + state[idx_pos] = map_state[i][idx_pos+2] # w + state[idx_pos+1] = map_state[i][idx_pos+3] # z + state[idx_pos+2] = map_state[i][idx_pos+1] # x + state[idx_pos+3] = map_state[i][idx_pos] # y + + x0s.append(state) + reset_conditions.append(map_state[i]) + agent = { 'type': AgentTurtlebot, 'dt': 0.05, @@ -105,22 +120,22 @@ action_cost = { 'type': CostAction, - 'wu': np.ones(SENSOR_DIMS[ACTION])*5e-5 + 'wu': np.ones(SENSOR_DIMS[ACTION])*5e-3 } state_cost = { 'type': CostState, 'data_types' : { MOBILE_ORIENTATION: { - 'wp': np.ones(SENSOR_DIMS[MOBILE_ORIENTATION])*10., + 'wp': np.ones(SENSOR_DIMS[MOBILE_ORIENTATION])*10000., 'target_state': np.array([0., 0., 0., 1.]), }, MOBILE_VELOCITIES_LINEAR: { - 'wp': np.ones(SENSOR_DIMS[MOBILE_VELOCITIES_LINEAR])*1.0, + 'wp': np.ones(SENSOR_DIMS[MOBILE_VELOCITIES_LINEAR])*1000.0, 'target_state': np.array([1.0, 0., 0.]), }, MOBILE_VELOCITIES_ANGULAR: { - 'wp': np.ones(SENSOR_DIMS[MOBILE_VELOCITIES_ANGULAR])*0.25, + 'wp': np.ones(SENSOR_DIMS[MOBILE_VELOCITIES_ANGULAR])*250., 'target_state': np.array([0., 0., 0.]), }, }, @@ -140,7 +155,7 @@ algorithm['cost'] = { 'type': CostSum, 'costs': [action_cost, state_cost, obstacle_cost], - 'weights': [1.0, 1.0, 10.0], + 'weights': [1.0, 1.0, 1000.0], } diff --git a/python/tests/test_turtlebot/turtlebot.py b/python/tests/test_turtlebot/turtlebot.py index 664f36528..9ee9f62f7 100644 --- a/python/tests/test_turtlebot/turtlebot.py +++ b/python/tests/test_turtlebot/turtlebot.py @@ -77,6 +77,7 @@ def runTest(itr_load): agent_hyperparams['render'] = True agent = config['agent']['type'](agent_hyperparams) + time.sleep(1) # Time for init node ''' while True: @@ -96,12 +97,12 @@ def runTest(itr_load): print state, obs, dist, 0.5*dist**2, l[t], sl[t] #print sl[t] #print lx[t] - raw_input("Get data") def main(): print 'running ros' - #exp_name = "turtlebot_badmm_example" - exp_name = "turtlebot_hallway_badmm_example" + #exp_name = "turtlebot_example" + exp_name = "turtlebot_badmm_example" + #exp_name = "turtlebot_hallway_example" hyperparams = loadExperiment(exp_name) global config config = hyperparams.config diff --git a/src/gps_agent_pkg/launch/include/world_stage.launch b/src/gps_agent_pkg/launch/include/world_stage.launch index 3133c6d48..7191125c5 100644 --- a/src/gps_agent_pkg/launch/include/world_stage.launch +++ b/src/gps_agent_pkg/launch/include/world_stage.launch @@ -21,16 +21,16 @@ --> - + diff --git a/src/gps_agent_pkg/maps/dynamic_obstacle_ext.png b/src/gps_agent_pkg/maps/dynamic_obstacle_ext.png new file mode 100644 index 0000000000000000000000000000000000000000..9eb98b4409e69383c68a0d41304337f4f1790a4d GIT binary patch literal 2422 zcmeH{Z)nwJ6vxkYiI%!bFUgqtLg>DU@>0(majDEUb!^;CTf`t_WjkPye_HDFIz?dw##$(GXizI-`6B5tY`gu3Ae}JVaFVaY+a}@yu&q;wRL)qNcH=q$G8-{stmy zsB5goHjyJ@A|X;D^O1Apn4FMPa^?@&5i_w6E3x@paU@J4BuZlbsyb386;dTNR3dX^ zOeSPXh5)ru8ntj4+2;HB#mYVwuh?pIVV|8qv0*As*#ECjF4~1N1r{Ywd8W?fa z89Nha>I_{$jbeZXC9rUY#;A?bsD;bs1^F0Dn3dVQKD0$7!lEqZ<$?l-Dy+(CP!A~N zvI(2AK_2`7CT_zH=m!K8f*QpD4N9bf1C3D|rBTbgbN(1HmWr4+68g{gO2@$wLLc`|$==dd9#VKkY!UM-DXj;Rje=LC^`M@i<^gFb|r7 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b/src/gps_agent_pkg/worlds/one_obstacle.world @@ -44,7 +44,7 @@ define floorplan model define block model ( - size [1.0 1.0 0.500] + size [1.0 1.0 1.500] gui_nose 0 ) @@ -62,9 +62,9 @@ window floorplan ( name "one_obstacle" - bitmap "../maps/dynamic_obstacle.png" - size [ 20.000 20.000 2.000 ] - pose [ 10.000 10.000 0.000 0.000 ] + bitmap "../maps/dynamic_obstacle_ext.png" + size [ 35.000 20.000 2.000 ] + pose [ 17.500 10.000 0.000 0.000 ] ) # throw in a robot @@ -74,4 +74,4 @@ turtlebot name "turtlebot" color "black" ) -block( pose [ 5.5 8.3 0.000 180.000 ] color "red") +block( pose [ 7.5 8.3 0.000 180.000 ] color "red") From 0c059787f85c5f2506e2f4fd0706b7fc8cb3a7cb Mon Sep 17 00:00:00 2001 From: thobotics Date: Sat, 25 Mar 2017 14:18:30 +0700 Subject: [PATCH 25/44] Use 1d raw laser range sensor as observation source. --- python/gps/agent/ros/agent_turtlebot.py | 2 +- .../include/gps_agent_pkg/mobilerobotsensor.h | 8 +++++++ src/gps_agent_pkg/src/mobilerobotsensor.cpp | 23 ++++++++++++++++++- src/proto/gps.proto | 3 ++- 4 files changed, 33 insertions(+), 3 deletions(-) diff --git a/python/gps/agent/ros/agent_turtlebot.py b/python/gps/agent/ros/agent_turtlebot.py index 33c325f26..27342fffe 100644 --- a/python/gps/agent/ros/agent_turtlebot.py +++ b/python/gps/agent/ros/agent_turtlebot.py @@ -138,7 +138,7 @@ def sample(self, policy, condition, reset=True, verbose=True, save=True, noisy=T trial_command.ee_points = [] trial_command.ee_points_tgt = [] trial_command.state_datatypes = self._hyperparams['state_include'] - trial_command.obs_datatypes = self._hyperparams['state_include'] + trial_command.obs_datatypes = self._hyperparams['obs_include'] sample_msg = self._trial_service.publish_and_wait( trial_command, timeout=self._hyperparams['trial_timeout'] diff --git a/src/gps_agent_pkg/include/gps_agent_pkg/mobilerobotsensor.h b/src/gps_agent_pkg/include/gps_agent_pkg/mobilerobotsensor.h index 0103883ed..c52121e5a 100644 --- a/src/gps_agent_pkg/include/gps_agent_pkg/mobilerobotsensor.h +++ b/src/gps_agent_pkg/include/gps_agent_pkg/mobilerobotsensor.h @@ -22,6 +22,7 @@ #include #include #include +#include #include #include "flann/flann.hpp" @@ -72,9 +73,13 @@ class MobileRobotSensor: public Sensor Eigen::VectorXd angular_velocities_; // Position to nearest obstacle Eigen::VectorXd nearest_obstacle_; + // Array of range sensor data + Eigen::VectorXd range_data_; // Subscribers ros::Subscriber subscriber_; + ros::Subscriber range_subscriber_; std::string topic_name_; + std::string range_topic_name_; // Time from last update when the previous pose were recorded (necessary to compute velocities). ros::Time previous_pose_time_; @@ -97,7 +102,10 @@ class MobileRobotSensor: public Sensor vector find_points_within_threshold(Point newPoint, double threshold); MinDistResult find_nearest_neighbor(Point queryPoint); double min_distance_to_obstacle(geometry_msgs::Pose local_current_pose, double *heading, Point *obs_pose); + + // Subscriber topic void update_data_vector(const nav_msgs::Odometry::ConstPtr& msg); + void update_range_data(const sensor_msgs::LaserScan::ConstPtr& msg); public: // Constructor. diff --git a/src/gps_agent_pkg/src/mobilerobotsensor.cpp b/src/gps_agent_pkg/src/mobilerobotsensor.cpp index 7786e0daf..51e7ee849 100644 --- a/src/gps_agent_pkg/src/mobilerobotsensor.cpp +++ b/src/gps_agent_pkg/src/mobilerobotsensor.cpp @@ -26,6 +26,9 @@ MobileRobotSensor::MobileRobotSensor(ros::NodeHandle& n, RobotPlugin *plugin): S // Initial position of nearest obstacle. nearest_obstacle_.resize(3); + // TODO: using parameter + range_data_.resize(30); + // Initialize cost map tf_ = new tf::TransformListener(ros::Duration(10)); costmap_ros_ = new costmap_2d::Costmap2DROS("local_costmap", *tf_); @@ -57,6 +60,8 @@ MobileRobotSensor::MobileRobotSensor(ros::NodeHandle& n, RobotPlugin *plugin): S // TODO: Get topic name by parameter topic_name_ = "/odom"; subscriber_ = n.subscribe(topic_name_, 1, &MobileRobotSensor::update_data_vector, this); + range_topic_name_ = "/scan"; + range_subscriber_ = n.subscribe(range_topic_name_, 1, &MobileRobotSensor::update_range_data, this); // Set time. previous_pose_time_ = ros::Time(0.0); // This ignores the velocities on the first step. @@ -124,6 +129,11 @@ void MobileRobotSensor::set_sample_data_format(boost::scoped_ptr& sample OptionsMap angular_velocities_metadata; sample->set_meta_data(gps::MOBILE_VELOCITIES_ANGULAR,angular_velocities_.size(),SampleDataFormatEigenVector,angular_velocities_metadata); + // Set range data size and format. + OptionsMap range_metadata; + sample->set_meta_data(gps::MOBILE_RANGE_SENSOR,range_data_.size(),SampleDataFormatEigenVector,range_metadata); + + } // Set data on the provided sample. @@ -143,6 +153,9 @@ void MobileRobotSensor::set_sample_data(boost::scoped_ptr& sample, int t // Set angular velocities. sample->set_data_vector(t,gps::MOBILE_VELOCITIES_ANGULAR,angular_velocities_.data(),angular_velocities_.size(),SampleDataFormatEigenVector); + + // Set range data. + sample->set_data_vector(t,gps::MOBILE_RANGE_SENSOR,range_data_.data(),range_data_.size(),SampleDataFormatEigenVector); } geometry_msgs::Pose MobileRobotSensor::getCurrentRobotPose() @@ -181,6 +194,14 @@ void MobileRobotSensor::update_data_vector(const nav_msgs::Odometry::ConstPtr& m angular_velocities_[2] = msg->twist.twist.angular.z; } +void MobileRobotSensor::update_range_data(const sensor_msgs::LaserScan::ConstPtr& msg) +{ + for(int i=0; i < range_data_.size(); i++) + { + range_data_[i] = msg->ranges[i]; + } +} + void MobileRobotSensor::updateObstacleTree(costmap_2d::Costmap2D *costmap) { // Create occupancy grid message @@ -212,7 +233,7 @@ void MobileRobotSensor::updateObstacleTree(costmap_2d::Costmap2D *costmap) { for(unsigned int j = 0; j < width; ++j) { - if(grid_data[i*height+j] == 99) + if(grid_data[i*height+j] == 100) { geometry_msgs::Point obstacle_coordinates; obstacle_coordinates.x = (j * obstacles.cell_height) + x + (resolution/2.0); diff --git a/src/proto/gps.proto b/src/proto/gps.proto index c0be9ebbc..fb53390bd 100755 --- a/src/proto/gps.proto +++ b/src/proto/gps.proto @@ -28,7 +28,8 @@ enum SampleType { MOBILE_ORIENTATION = 21; MOBILE_VELOCITIES_LINEAR = 22; MOBILE_VELOCITIES_ANGULAR = 23; - TOTAL_DATA_TYPES = 24; + MOBILE_RANGE_SENSOR = 24; + TOTAL_DATA_TYPES = 25; } // Message containing the data for a single sample. From e8bbd30e8b1e1908acbe20440d7e996c0356a702 Mon Sep 17 00:00:00 2001 From: thobotics Date: Sat, 25 Mar 2017 14:24:27 +0700 Subject: [PATCH 26/44] ** Successful train (2 initial state) and test (check note git status) for avoiding obstacle task. --- .../turtlebot_badmm_example/hyperparams.py | 159 ++++++++++-------- python/tests/test_turtlebot/turtlebot.py | 16 +- src/gps_agent_pkg/worlds/one_obstacle.world | 18 +- 3 files changed, 122 insertions(+), 71 deletions(-) diff --git a/experiments/turtlebot_badmm_example/hyperparams.py b/experiments/turtlebot_badmm_example/hyperparams.py index f82c768b7..910207e3c 100644 --- a/experiments/turtlebot_badmm_example/hyperparams.py +++ b/experiments/turtlebot_badmm_example/hyperparams.py @@ -24,7 +24,7 @@ from gps.gui.target_setup_gui import load_pose_from_npz from gps.proto.gps_pb2 import MOBILE_POSITION, MOBILE_ORIENTATION, \ MOBILE_VELOCITIES_LINEAR, MOBILE_VELOCITIES_ANGULAR, ACTION, \ - POSITION_NEAREST_OBSTACLE + POSITION_NEAREST_OBSTACLE, MOBILE_RANGE_SENSOR from gps.utility.general_utils import get_ee_points from gps.gui.config import generate_experiment_info @@ -33,6 +33,7 @@ MOBILE_ORIENTATION: 4, MOBILE_VELOCITIES_LINEAR: 3, MOBILE_VELOCITIES_ANGULAR: 3, + MOBILE_RANGE_SENSOR: 30, ACTION: 3 } @@ -41,59 +42,79 @@ # NOTE: This is odom pose. # Default is in one_stacle.world -''' -x0s = [np.array([2., 0., 0., # Position x, y, z - 0., 0., 0., 1., # Quaternion x, y, z, w - 0., 0., 0., # Linear Velocities - 0., 0., 0.]), - np.array([1., 0., 0., # Position x, y, z - 0., 0., 0., 1., # Quaternion x, y, z, w - 0., 0., 0., # Linear Velocities - 0., 0., 0.]), - np.array([2., -0.5, 0., # Position x, y, z - 0., 0., 0., 1., # Quaternion x, y, z, w - 0., 0., 0., # Linear Velocities - 0., 0., 0.]), - np.array([1., 0.5, 0., # Position x, y, z - 0., 0., 0., 1., # Quaternion x, y, z, w - 0., 0., 0., # Linear Velocities - 0., 0., 0.])] -''' - odom_pose = [1.5, 8.3, 0.] x0s = [] reset_conditions = [] # NOTE: This is map pose (The order of quaternion also different). -map_state = [np.array([4.0, 8.3, 0., # Position x, y, z +map_state = [np.array([4.0, 7.6, 0., # Position x, y, z 1., 0., 0., 0., # Quaternion w, z, (x, y?) 0., 0., 0., # Linear Velocities 0., 0., 0.]), # Angular Velocities - np.array([4.0, 8.0, 0., # Position x, y, z + np.array([4.0, 9.0, 0., # Position x, y, z 1., 0., 0., 0., # Quaternion w, z, (x, y?) 0., 0., 0., # Linear Velocities 0., 0., 0.]), # Angular Velocities - np.array([4.0, 8.6, 0., # Position x, y, z - 1., 0., 0., 0., # Quaternion w, z, (x, y?) - 0., 0., 0., # Linear Velocities - 0., 0., 0.]), # Angular Velocities - np.array([4.0, 7.4, 0., # Position x, y, z - 1., 0., 0., 0., # Quaternion w, z, (x, y?) - 0., 0., 0., # Linear Velocities - 0., 0., 0.]), # Angular Velocities - np.array([4.0, 9.2, 0., # Position x, y, z - 1., 0., 0., 0., # Quaternion w, z, (x, y?) - 0., 0., 0., # Linear Velocities - 0., 0., 0.]), # Angular Velocities - np.array([3.5, 8.3, 0., # Position x, y, z - 1., 0., 0., 0., # Quaternion w, z, (x, y?) - 0., 0., 0., # Linear Velocities - 0., 0., 0.]), # Angular Velocities - np.array([3.5, 8.0, 0., # Position x, y, z - 1., 0., 0., 0., # Quaternion w, z, (x, y?) - 0., 0., 0., # Linear Velocities - 0., 0., 0.]), # Angular Velocities - np.array([3.5, 8.6, 0., # Position x, y, z + #np.array([4.5, 7.2, 0., # Position x, y, z + #1., 0., 0., 0., # Quaternion w, z, (x, y?) + #0., 0., 0., # Linear Velocities + #0., 0., 0.]), # Angular Velocities + #np.array([5.5, 6.8, 0., # Position x, y, z + #1., 0., 0., 0., # Quaternion w, z, (x, y?) + #0., 0., 0., # Linear Velocities + #0., 0., 0.]), # Angular Velocities + #np.array([6.5, 6.8, 0., # Position x, y, z + #1., 0., 0., 0., # Quaternion w, z, (x, y?) + #0., 0., 0., # Linear Velocities + #0., 0., 0.]), # Angular Velocities + #np.array([4.0, 9.2, 0., # Position x, y, z + #1., 0., 0., 0., # Quaternion w, z, (x, y?) + #0., 0., 0., # Linear Velocities + #0., 0., 0.]), # Angular Velocities + #np.array([3.5, 8.3, 0., # Position x, y, z + #1., 0., 0., 0., # Quaternion w, z, (x, y?) + #0., 0., 0., # Linear Velocities + #0., 0., 0.]), # Angular Velocities + #np.array([3.5, 8.0, 0., # Position x, y, z + #1., 0., 0., 0., # Quaternion w, z, (x, y?) + #0., 0., 0., # Linear Velocities + #0., 0., 0.]), # Angular Velocities + #np.array([3.5, 8.6, 0., # Position x, y, z + #1., 0., 0., 0., # Quaternion w, z, (x, y?) + #0., 0., 0., # Linear Velocities + #0., 0., 0.]), # Angular Velocities + #np.array([3.5, 7.4, 0., # Position x, y, z + #1., 0., 0., 0., # Quaternion w, z, (x, y?) + #0., 0., 0., # Linear Velocities + #0., 0., 0.]), # Angular Velocities + #np.array([3.5, 9.2, 0., # Position x, y, z + #1., 0., 0., 0., # Quaternion w, z, (x, y?) + #0., 0., 0., # Linear Velocities + #0., 0., 0.]), # Angular Velocities + #np.array([4.5, 8.3, 0., # Position x, y, z + #1., 0., 0., 0., # Quaternion w, z, (x, y?) + #0., 0., 0., # Linear Velocities + #0., 0., 0.]), # Angular Velocities + #np.array([4.5, 8.0, 0., # Position x, y, z + #1., 0., 0., 0., # Quaternion w, z, (x, y?) + #0., 0., 0., # Linear Velocities + #0., 0., 0.]), # Angular Velocities + #np.array([4.5, 8.6, 0., # Position x, y, z + #1., 0., 0., 0., # Quaternion w, z, (x, y?) + #0., 0., 0., # Linear Velocities + #0., 0., 0.]), # Angular Velocities + #np.array([4.5, 7.4, 0., # Position x, y, z + #1., 0., 0., 0., # Quaternion w, z, (x, y?) + #0., 0., 0., # Linear Velocities + #0., 0., 0.]), # Angular Velocities + #np.array([4.5, 9.2, 0., # Position x, y, z + #1., 0., 0., 0., # Quaternion w, z, (x, y?) + #0., 0., 0., # Linear Velocities + #0., 0., 0.]), # Angular Velocities + ] +''' +# TEST 1_MPC_move_below +map_state = [np.array([3.5, 8.8, 0., # Position x, y, z 1., 0., 0., 0., # Quaternion w, z, (x, y?) 0., 0., 0., # Linear Velocities 0., 0., 0.]), # Angular Velocities @@ -101,31 +122,38 @@ 1., 0., 0., 0., # Quaternion w, z, (x, y?) 0., 0., 0., # Linear Velocities 0., 0., 0.]), # Angular Velocities - np.array([3.5, 9.2, 0., # Position x, y, z - 1., 0., 0., 0., # Quaternion w, z, (x, y?) - 0., 0., 0., # Linear Velocities - 0., 0., 0.]), # Angular Velocities - np.array([4.5, 8.3, 0., # Position x, y, z - 1., 0., 0., 0., # Quaternion w, z, (x, y?) - 0., 0., 0., # Linear Velocities - 0., 0., 0.]), # Angular Velocities - np.array([4.5, 8.0, 0., # Position x, y, z + np.array([5.5, 7.2, 0., # Position x, y, z 1., 0., 0., 0., # Quaternion w, z, (x, y?) 0., 0., 0., # Linear Velocities 0., 0., 0.]), # Angular Velocities - np.array([4.5, 8.6, 0., # Position x, y, z - 1., 0., 0., 0., # Quaternion w, z, (x, y?) + ] +''' + +''' +map_state = [np.array([6.0, 6.0, 0., # Position x, y, z + 0.707, 0.707, 0., 0., # Quaternion w, z, (x, y?) 0., 0., 0., # Linear Velocities 0., 0., 0.]), # Angular Velocities - np.array([4.5, 7.4, 0., # Position x, y, z + #np.array([3.5, 7.4, 0., # Position x, y, z + #1., 0., 0., 0., # Quaternion w, z, (x, y?) + #0., 0., 0., # Linear Velocities + #0., 0., 0.]), # Angular Velocities + #np.array([5.5, 7.2, 0., # Position x, y, z + #1., 0., 0., 0., # Quaternion w, z, (x, y?) + #0., 0., 0., # Linear Velocities + #0., 0., 0.]), # Angular Velocities + ] +''' + +map_state = [np.array([4.0, 8.6, 0., # Position x, y, z 1., 0., 0., 0., # Quaternion w, z, (x, y?) 0., 0., 0., # Linear Velocities 0., 0., 0.]), # Angular Velocities - np.array([4.5, 9.2, 0., # Position x, y, z + np.array([4.0, 9.0, 0., # Position x, y, z 1., 0., 0., 0., # Quaternion w, z, (x, y?) 0., 0., 0., # Linear Velocities 0., 0., 0.]), # Angular Velocities - ] + ] common = { 'experiment_name': 'my_experiment' + '_' + \ datetime.strftime(datetime.now(), '%m-%d-%y_%H-%M'), @@ -147,11 +175,8 @@ state = np.zeros(map_state[i].size) state[:idx_pos] = map_state[i][:idx_pos] - odom_pose - # Change orientation - state[idx_pos] = map_state[i][idx_pos+2] # w - state[idx_pos+1] = map_state[i][idx_pos+3] # z - state[idx_pos+2] = map_state[i][idx_pos+1] # x - state[idx_pos+3] = map_state[i][idx_pos] # y + # odom state is independent to map state + state[idx_pos:idx_pos+idx_ori] = [0., 0., 0., 1.] x0s.append(state) reset_conditions.append(map_state[i]) @@ -168,7 +193,7 @@ 'sensor_dims': SENSOR_DIMS, 'state_include': [MOBILE_POSITION, MOBILE_ORIENTATION, \ MOBILE_VELOCITIES_LINEAR, MOBILE_VELOCITIES_ANGULAR], - 'obs_include': [MOBILE_POSITION, MOBILE_ORIENTATION, \ + 'obs_include': [MOBILE_RANGE_SENSOR, MOBILE_ORIENTATION, \ MOBILE_VELOCITIES_LINEAR, MOBILE_VELOCITIES_ANGULAR], } @@ -219,8 +244,8 @@ 'target_state': np.array([0., 0., 0., 1.]), }, MOBILE_VELOCITIES_LINEAR: { - 'wp': np.ones(SENSOR_DIMS[MOBILE_VELOCITIES_LINEAR])*100., - 'target_state': np.array([1.0, 0., 0.]), + 'wp': np.ones(SENSOR_DIMS[MOBILE_VELOCITIES_LINEAR])*10000., + 'target_state': np.array([1., 0., 0.]), }, MOBILE_VELOCITIES_ANGULAR: { 'wp': np.ones(SENSOR_DIMS[MOBILE_VELOCITIES_ANGULAR])*25., @@ -243,10 +268,10 @@ algorithm['cost'] = { 'type': CostSum, 'costs': [action_cost, state_cost, obstacle_cost], - 'weights': [1.0, 1.0, 1000.0], + #'weights': [1.0, 1.0, 1000.0], + 'weights': [0.1, 0.1, 100.0], } - algorithm['dynamics'] = { 'type': DynamicsLRPrior, 'regularization': 1e-6, diff --git a/python/tests/test_turtlebot/turtlebot.py b/python/tests/test_turtlebot/turtlebot.py index 9ee9f62f7..7dd9f9be0 100644 --- a/python/tests/test_turtlebot/turtlebot.py +++ b/python/tests/test_turtlebot/turtlebot.py @@ -17,10 +17,11 @@ from gps.utility.data_logger import DataLogger from gps.sample.sample_list import SampleList from gps.proto.gps_pb2 import END_EFFECTOR_POINTS, END_EFFECTOR_POINT_VELOCITIES,\ -MOBILE_POSITION, POSITION_NEAREST_OBSTACLE, ACTION +MOBILE_POSITION, MOBILE_ORIENTATION, POSITION_NEAREST_OBSTACLE, ACTION from gps.sample.sample import Sample from gps.algorithm.cost.cost_obstacles import CostObstacle from gps.algorithm.cost.cost_state import CostState +from gps.algorithm.cost.cost_sum import CostSum from gps.utility.data_logger import DataLogger from gps.agent.agent_utils import generate_noise, setup from gps.agent.config import AGENT @@ -86,7 +87,17 @@ def runTest(itr_load): ''' # Sample using offline trajectory distribution. #for i in range(config['num_samples']): - sample = agent.sample(pol, cond, noisy = True) + sample = agent.sample(pol, cond, noisy = False) + cost_sum = CostSum(config['algorithm']['cost']) + cost_obs = cost_obstacle.eval(sample)[0] + cost_sta = cost_state.eval(sample)[0] + total_cost = np.sum(cost_sum.eval(sample)[0]) + weights = config['algorithm']['cost']['weights'] + print "Total cost: ", total_cost, + print "Cost state: ", np.sum(weights[1]*cost_sta), + print "Cost obstacle: ", np.sum(weights[2]*cost_obs) + + ''' l, lx, lu, lxx, luu, lux = cost_obstacle.eval(sample) sl, slx, slu, slxx, sluu, slux = cost_state.eval(sample) @@ -97,6 +108,7 @@ def runTest(itr_load): print state, obs, dist, 0.5*dist**2, l[t], sl[t] #print sl[t] #print lx[t] + ''' def main(): print 'running ros' diff --git a/src/gps_agent_pkg/worlds/one_obstacle.world b/src/gps_agent_pkg/worlds/one_obstacle.world index 4722f1881..7fb17b0bf 100644 --- a/src/gps_agent_pkg/worlds/one_obstacle.world +++ b/src/gps_agent_pkg/worlds/one_obstacle.world @@ -3,8 +3,8 @@ define kinect ranger sensor ( range_max 6.5 - fov 58.0 - samples 640 + fov 180.0 + samples 30 ) # generic model properties color "black" @@ -48,6 +48,18 @@ define block model gui_nose 0 ) +define block2 model +( + size [1.0 1.0 1.500] + gui_nose 0 +) + +define block3 model +( + size [1.0 1.0 1.500] + gui_nose 0 +) + resolution 0.02 interval_sim 100 # simulation timestep in milliseconds @@ -75,3 +87,5 @@ turtlebot color "black" ) block( pose [ 7.5 8.3 0.000 180.000 ] color "red") +block2( pose [ 11.9 10.9 0.000 180.000 ] color "red") +block3( pose [ 17.7 9.2 0.000 180.000 ] color "red") From 556c48c7dcef23390274e47e8db0a3ed04be17a2 Mon Sep 17 00:00:00 2001 From: thobotics Date: Tue, 28 Mar 2017 22:44:04 +0700 Subject: [PATCH 27/44] Update video for testing phase --- README.md | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/README.md b/README.md index cdbf3d41a..88967eb9f 100644 --- a/README.md +++ b/README.md @@ -3,6 +3,10 @@ GPS This branch is a reimplementation of the MPC_GPS technique from [Tianhao Zhang](http://tianhaozhang.com/) paper's (in progress) based on the original project [rll.berkeley.edu/gps](http://rll.berkeley.edu/gps). +## Demo +``` +https://youtu.be/xaNUwspDp2w +``` --- This code is a reimplementation of the guided policy search algorithm and LQG-based trajectory optimization, meant to help others understand, reuse, and build upon existing work. From c68f6beaa1cb9c0131ca07a515ee427cc0b5b115 Mon Sep 17 00:00:00 2001 From: thobotics Date: Tue, 28 Mar 2017 23:07:50 +0700 Subject: [PATCH 28/44] Update video for testing phase --- README.md | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/README.md b/README.md index cdbf3d41a..88967eb9f 100644 --- a/README.md +++ b/README.md @@ -3,6 +3,10 @@ GPS This branch is a reimplementation of the MPC_GPS technique from [Tianhao Zhang](http://tianhaozhang.com/) paper's (in progress) based on the original project [rll.berkeley.edu/gps](http://rll.berkeley.edu/gps). +## Demo +``` +https://youtu.be/xaNUwspDp2w +``` --- This code is a reimplementation of the guided policy search algorithm and LQG-based trajectory optimization, meant to help others understand, reuse, and build upon existing work. From 7270a211bca9a1abd60192d15941341e5907c7f8 Mon Sep 17 00:00:00 2001 From: thobotics Date: Sat, 1 Apr 2017 13:58:10 +0700 Subject: [PATCH 29/44] ** DIFF Mobile robot move in hall way --- .../hyperparams.py | 237 ++++++++++++++++++ .../gps/algorithm/policy/lin_gauss_policy.py | 6 +- python/tests/test_turtlebot/turtlebot.py | 24 +- .../launch/include/world_stage.launch | 4 +- src/gps_agent_pkg/maps/hallway.png | Bin 0 -> 3003 bytes src/gps_agent_pkg/maps/hallway.yaml | 6 + src/gps_agent_pkg/maps/hallway_bend.png | Bin 0 -> 4131 bytes src/gps_agent_pkg/maps/hallway_bend.yaml | 6 + src/gps_agent_pkg/worlds/hallway.world | 77 ++++++ src/gps_agent_pkg/worlds/hallway_bend.world | 80 ++++++ 10 files changed, 421 insertions(+), 19 deletions(-) create mode 100644 experiments/turtlebot_hallway_badmm_example/hyperparams.py create mode 100644 src/gps_agent_pkg/maps/hallway.png create mode 100644 src/gps_agent_pkg/maps/hallway.yaml create mode 100644 src/gps_agent_pkg/maps/hallway_bend.png create mode 100644 src/gps_agent_pkg/maps/hallway_bend.yaml create mode 100644 src/gps_agent_pkg/worlds/hallway.world create mode 100644 src/gps_agent_pkg/worlds/hallway_bend.world diff --git a/experiments/turtlebot_hallway_badmm_example/hyperparams.py b/experiments/turtlebot_hallway_badmm_example/hyperparams.py new file mode 100644 index 000000000..73ffcce58 --- /dev/null +++ b/experiments/turtlebot_hallway_badmm_example/hyperparams.py @@ -0,0 +1,237 @@ +""" Hyperparameters for PR2 trajectory optimization experiment. """ +from __future__ import division + +from datetime import datetime +import os.path + +import numpy as np + +from gps import __file__ as gps_filepath +from gps.agent.ros.agent_turtlebot import AgentTurtlebot +from gps.algorithm.algorithm_badmm import AlgorithmBADMM +from gps.algorithm.cost.cost_fk import CostFK +from gps.algorithm.cost.cost_action import CostAction +from gps.algorithm.cost.cost_state import CostState +from gps.algorithm.cost.cost_obstacles import CostObstacle +from gps.algorithm.cost.cost_sum import CostSum +from gps.algorithm.cost.cost_utils import RAMP_LINEAR, RAMP_FINAL_ONLY +from gps.algorithm.dynamics.dynamics_lr_prior import DynamicsLRPrior +from gps.algorithm.dynamics.dynamics_prior_gmm import DynamicsPriorGMM +from gps.algorithm.policy.policy_prior_gmm import PolicyPriorGMM +from gps.algorithm.traj_opt.traj_opt_lqr_python import TrajOptLQRPython +from gps.algorithm.policy_opt.policy_opt_caffe import PolicyOptCaffe +from gps.algorithm.policy.lin_gauss_init import init_lqr, init_pd +from gps.gui.target_setup_gui import load_pose_from_npz +from gps.proto.gps_pb2 import MOBILE_POSITION, MOBILE_ORIENTATION, \ + MOBILE_VELOCITIES_LINEAR, MOBILE_VELOCITIES_ANGULAR, ACTION, \ + POSITION_NEAREST_OBSTACLE, MOBILE_RANGE_SENSOR +from gps.utility.general_utils import get_ee_points +from gps.gui.config import generate_experiment_info + +SENSOR_DIMS = { + MOBILE_POSITION: 3, + MOBILE_ORIENTATION: 4, + MOBILE_VELOCITIES_LINEAR: 3, + MOBILE_VELOCITIES_ANGULAR: 3, + MOBILE_RANGE_SENSOR: 30, + ACTION: 3 +} + +BASE_DIR = '/'.join(str.split(gps_filepath, '/')[:-2]) +EXP_DIR = BASE_DIR + '/../experiments/turtlebot_hallway_badmm_example/' + +# NOTE: This is odom pose. +# Default is in one_stacle.world +odom_pose = [3.5, 10.3, 0.] +#odom_pose = [3.5, 11.25, 0.] # Test hallway bend +x0s = [] +reset_conditions = [] + +# NOTE: This is map pose (The order of quaternion also different). +map_state = [#np.array([5.5, 9.2, 0., # Position x, y, z + #1., 0., 0., 0., # Quaternion w, z, (x, y?) + #0., 0., 0., # Linear Velocities + #0., 0., 0.]), # Angular Velocities + np.array([5.5, 9.55, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), # Angular Velocities + np.array([5.5, 10.3, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), # Angular Velocities + np.array([5.5, 11.2, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), # Angular Velocities + #np.array([5.5, 11.5, 0., # Position x, y, z + #1., 0., 0., 0., # Quaternion w, z, (x, y?) + #0., 0., 0., # Linear Velocities + #0., 0., 0.]), # Angular Velocities + ] + +# Test Hallway bend +''' +map_state = [np.array([8.5, 11.2, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), # Angular Velocities + ] +''' +common = { + 'experiment_name': 'my_experiment' + '_' + \ + datetime.strftime(datetime.now(), '%m-%d-%y_%H-%M'), + 'experiment_dir': EXP_DIR, + 'data_files_dir': EXP_DIR + 'data_files/', + 'target_filename': EXP_DIR + 'target.npz', + 'log_filename': EXP_DIR + 'log.txt', + 'conditions': len(map_state), + 'use_mpc': True, +} + +if not os.path.exists(common['data_files_dir']): + os.makedirs(common['data_files_dir']) + +for i in xrange(common['conditions']): + idx_pos = SENSOR_DIMS[MOBILE_POSITION] + idx_ori = SENSOR_DIMS[MOBILE_ORIENTATION] + + state = np.zeros(map_state[i].size) + state[:idx_pos] = map_state[i][:idx_pos] - odom_pose + + # odom state is independent to map state + state[idx_pos:idx_pos+idx_ori] = [0., 0., 0., 1.] + + x0s.append(state) + reset_conditions.append(map_state[i]) + +agent = { + 'type': AgentTurtlebot, + 'dt': 0.05, + 'conditions': common['conditions'], + 'T': 150, + 'x0': x0s, + 'use_mpc': common['use_mpc'], + 'M': 4, + 'reset_conditions': reset_conditions, + 'sensor_dims': SENSOR_DIMS, + 'state_include': [MOBILE_POSITION, MOBILE_ORIENTATION, \ + MOBILE_VELOCITIES_LINEAR, MOBILE_VELOCITIES_ANGULAR], + 'obs_include': [MOBILE_RANGE_SENSOR, MOBILE_ORIENTATION, \ + MOBILE_VELOCITIES_LINEAR, MOBILE_VELOCITIES_ANGULAR], +} + +algorithm = { + 'type': AlgorithmBADMM, + 'conditions': common['conditions'], + 'iterations': 10, + 'lg_step_schedule': np.array([1e-4, 1e-3, 1e-2, 1e-2]), + 'policy_dual_rate': 0.2, + 'ent_reg_schedule': np.array([1e-3, 1e-3, 1e-2, 1e-1]), + 'fixed_lg_step': 3, + 'kl_step': 5.0, + 'min_step_mult': 0.01, + 'max_step_mult': 1.0, + 'sample_decrease_var': 0.05, + 'sample_increase_var': 0.1, +} + +algorithm['init_traj_distr'] = { + 'type': init_pd, + 'init_var': 5.0, + 'pos_gains': 0.0, + 'dQ': SENSOR_DIMS[ACTION], + 'dt': agent['dt'], + 'T': agent['T'], +} + +algorithm['init_mpc'] = { + 'type': init_pd, + 'init_var': 5.0, + 'pos_gains': 0.0, + 'dQ': SENSOR_DIMS[ACTION], + 'dt': agent['dt'], + 'T': agent['M'], +} + + +action_cost = { + 'type': CostAction, + 'wu': np.ones(SENSOR_DIMS[ACTION])*5e-5 +} + +state_cost = { + 'type': CostState, + 'data_types' : { + MOBILE_ORIENTATION: { + 'wp': np.ones(SENSOR_DIMS[MOBILE_ORIENTATION])*100., + 'target_state': np.array([0., 0., 0., 1.]), + }, + MOBILE_VELOCITIES_LINEAR: { + 'wp': np.ones(SENSOR_DIMS[MOBILE_VELOCITIES_LINEAR])*100., + 'target_state': np.array([1.0, 0., 0.]), + }, + MOBILE_VELOCITIES_ANGULAR: { + 'wp': np.ones(SENSOR_DIMS[MOBILE_VELOCITIES_ANGULAR])*2.5, + 'target_state': np.array([0., 0., 0.]), + }, + }, +} + +obstacle_cost = { + 'type': CostObstacle, + 'obstacle_type' : POSITION_NEAREST_OBSTACLE, + 'data_types' : { + MOBILE_POSITION: { + 'wp': np.ones(SENSOR_DIMS[MOBILE_POSITION]), + 'd_safe': 0.4 + }, + }, +} + +algorithm['cost'] = { + 'type': CostSum, + 'costs': [action_cost, state_cost, obstacle_cost], + 'weights': [1.0, 1.0, 10.0], +} + + +algorithm['dynamics'] = { + 'type': DynamicsLRPrior, + 'regularization': 1e-6, + 'prior': { + 'type': DynamicsPriorGMM, + 'max_clusters': 20, + 'min_samples_per_cluster': 40, + 'max_samples': 20, + }, +} + +algorithm['traj_opt'] = { + 'type': TrajOptLQRPython, +} + +algorithm['policy_opt'] = { + 'type': PolicyOptCaffe, + 'weights_file_prefix': EXP_DIR + 'policy', +} + +algorithm['policy_prior'] = { + 'type': PolicyPriorGMM, + 'max_clusters': 20, + 'min_samples_per_cluster': 40, + 'max_samples': 20, +} + +config = { + 'iterations': algorithm['iterations'], + 'common': common, + 'verbose_trials': 0, + 'verbose_policy_trials': 1, + 'agent': agent, + 'gui_on': True, + 'algorithm': algorithm, + 'num_samples': 5, +} + +common['info'] = generate_experiment_info(config) diff --git a/python/gps/algorithm/policy/lin_gauss_policy.py b/python/gps/algorithm/policy/lin_gauss_policy.py index a1c6371b9..d10cc607e 100644 --- a/python/gps/algorithm/policy/lin_gauss_policy.py +++ b/python/gps/algorithm/policy/lin_gauss_policy.py @@ -50,15 +50,11 @@ def fold_k(self, noise): Returns: k: A T x dU bias vector. """ - mean_noise = np.zeros_like(noise) k = np.zeros_like(self.k) for i in range(self.T): scaled_noise = self.chol_pol_covar[i].T.dot(noise[i]) k[i] = scaled_noise + self.k[i] - mean_noise[i] = np.abs(scaled_noise) - #print "T ", i, scaled_noise - - print "Mean ", np.mean(mean_noise, axis=0) + return k def nans_like(self, zeros=False): diff --git a/python/tests/test_turtlebot/turtlebot.py b/python/tests/test_turtlebot/turtlebot.py index 7dd9f9be0..75ce60438 100644 --- a/python/tests/test_turtlebot/turtlebot.py +++ b/python/tests/test_turtlebot/turtlebot.py @@ -86,16 +86,16 @@ def runTest(itr_load): raw_input("Get data") ''' # Sample using offline trajectory distribution. - #for i in range(config['num_samples']): - sample = agent.sample(pol, cond, noisy = False) - cost_sum = CostSum(config['algorithm']['cost']) - cost_obs = cost_obstacle.eval(sample)[0] - cost_sta = cost_state.eval(sample)[0] - total_cost = np.sum(cost_sum.eval(sample)[0]) - weights = config['algorithm']['cost']['weights'] - print "Total cost: ", total_cost, - print "Cost state: ", np.sum(weights[1]*cost_sta), - print "Cost obstacle: ", np.sum(weights[2]*cost_obs) + for i in range(config['num_samples']): + sample = agent.sample(pol, cond, noisy = False) + cost_sum = CostSum(config['algorithm']['cost']) + cost_obs = cost_obstacle.eval(sample)[0] + cost_sta = cost_state.eval(sample)[0] + total_cost = np.sum(cost_sum.eval(sample)[0]) + weights = config['algorithm']['cost']['weights'] + print "Total cost: ", total_cost, + print "Cost state: ", np.sum(weights[1]*cost_sta), + print "Cost obstacle: ", np.sum(weights[2]*cost_obs) ''' l, lx, lu, lxx, luu, lux = cost_obstacle.eval(sample) @@ -113,8 +113,8 @@ def runTest(itr_load): def main(): print 'running ros' #exp_name = "turtlebot_example" - exp_name = "turtlebot_badmm_example" - #exp_name = "turtlebot_hallway_example" + #exp_name = "turtlebot_badmm_example" + exp_name = "turtlebot_hallway_badmm_example" hyperparams = loadExperiment(exp_name) global config config = hyperparams.config diff --git a/src/gps_agent_pkg/launch/include/world_stage.launch b/src/gps_agent_pkg/launch/include/world_stage.launch index 7191125c5..75b5f5399 100644 --- a/src/gps_agent_pkg/launch/include/world_stage.launch +++ b/src/gps_agent_pkg/launch/include/world_stage.launch @@ -21,12 +21,12 @@ --> + ---> + + + + - - - - - - - + + + @@ -100,5 +91,4 @@ - diff --git a/src/gps_agent_pkg/launch/mobilerobot_gps.launch b/src/gps_agent_pkg/launch/mobilerobot_gps.launch new file mode 100644 index 000000000..f46867404 --- /dev/null +++ b/src/gps_agent_pkg/launch/mobilerobot_gps.launch @@ -0,0 +1,21 @@ + + + + + + + + + + + + + + + + + + + + + diff --git a/src/gps_agent_pkg/launch/turtlebot_gps.launch b/src/gps_agent_pkg/launch/turtlebot_gps.launch deleted file mode 100644 index 6500752aa..000000000 --- a/src/gps_agent_pkg/launch/turtlebot_gps.launch +++ /dev/null @@ -1,12 +0,0 @@ - - - - - - - - - - - - diff --git a/src/gps_agent_pkg/src/turtlebot.cpp b/src/gps_agent_pkg/src/mobilerobot.cpp similarity index 82% rename from src/gps_agent_pkg/src/turtlebot.cpp rename to src/gps_agent_pkg/src/mobilerobot.cpp index 96bdd54c0..1e43c7ea5 100644 --- a/src/gps_agent_pkg/src/turtlebot.cpp +++ b/src/gps_agent_pkg/src/mobilerobot.cpp @@ -1,10 +1,10 @@ /* - * turtlebot.cpp + * mobilerobot.cpp * * Created on: Mar 5, 2017 * Author: thobotics */ -#include "gps_agent_pkg/turtlebot.h" +#include "gps_agent_pkg/mobilerobot.h" #include "gps_agent_pkg/sensor.h" #include "gps_agent_pkg/controller.h" #include "gps_agent_pkg/positioncontroller.h" @@ -24,7 +24,7 @@ using namespace gps_control; // Plugin constructor. -Turtlebot::Turtlebot() +MobileRobot::MobileRobot() { // Nothing to do here, since all variables are initialized in initialize(...) // Some basic variable initialization. @@ -33,12 +33,12 @@ Turtlebot::Turtlebot() } // Destructor. -Turtlebot::~Turtlebot() +MobileRobot::~MobileRobot() { // Nothing to do here, since all instance variables are destructed automatically. } -void Turtlebot::init(ros::NodeHandle& n) +void MobileRobot::init(ros::NodeHandle& n) { // TODO: Set topic name by parameters cmd_pub_ = n.advertise("/cmd_vel_mux/input/navi", 1); @@ -54,7 +54,7 @@ void Turtlebot::init(ros::NodeHandle& n) } // This is called by the controller manager before starting the controller. -void Turtlebot::starting() +void MobileRobot::starting() { // Get current time. last_update_time_ = ros::Time::now(); @@ -76,12 +76,12 @@ void Turtlebot::starting() } // This is called by the controller manager before stopping the controller. -void Turtlebot::stopping() +void MobileRobot::stopping() { // Nothing to do here. } -void Turtlebot::update() +void MobileRobot::update() { // Get current time. last_update_time_ = ros::Time::now(); @@ -100,31 +100,26 @@ void Turtlebot::update() // Setup action and send to robot geometry_msgs::Twist cmd_vel; cmd_vel.linear.x = active_arm_torques_[0]; - /*cmd_vel.linear.y = active_arm_torques_[1]; - cmd_vel.linear.z = active_arm_torques_[2]; - cmd_vel.angular.x = active_arm_torques_[3]; - cmd_vel.angular.y = active_arm_torques_[4]; - cmd_vel.angular.z = active_arm_torques_[5];*/ cmd_vel.linear.y = active_arm_torques_[1]; cmd_vel.angular.z = active_arm_torques_[2]; cmd_pub_.publish(cmd_vel); } // Initialize ROS communication infrastructure. -void Turtlebot::initialize_ros(ros::NodeHandle& n) +void MobileRobot::initialize_ros(ros::NodeHandle& n) { - ROS_INFO_STREAM("Initializing Turtlebot ROS subs/pubs"); + ROS_INFO_STREAM("Initializing mobile robot ROS subs/pubs"); // Create subscribers. - position_subscriber_ = n.subscribe("/gps_controller_navigation_command", 1, &Turtlebot::nav_subscriber_callback, this); - trial_subscriber_ = n.subscribe("/gps_controller_trial_command", 1, &Turtlebot::trial_subscriber_callback, this); - data_request_subscriber_ = n.subscribe("/gps_controller_data_request", 1, &Turtlebot::data_request_subscriber_callback, this); + position_subscriber_ = n.subscribe("/gps_controller_navigation_command", 1, &MobileRobot::nav_subscriber_callback, this); + trial_subscriber_ = n.subscribe("/gps_controller_trial_command", 1, &MobileRobot::trial_subscriber_callback, this); + data_request_subscriber_ = n.subscribe("/gps_controller_data_request", 1, &MobileRobot::data_request_subscriber_callback, this); // Create publishers. report_publisher_.reset(new realtime_tools::RealtimePublisher(n, "/gps_controller_report", 1)); } // Initialize all sensors. -void Turtlebot::initialize_sensors(ros::NodeHandle& n) +void MobileRobot::initialize_sensors(ros::NodeHandle& n) { ROS_INFO_STREAM("Initializing Tutlebot sensor"); // Clear out the old sensors. @@ -148,13 +143,13 @@ void Turtlebot::initialize_sensors(ros::NodeHandle& n) } // Initialize position controllers. -void Turtlebot::initialize_position_controllers(ros::NodeHandle& n) +void MobileRobot::initialize_position_controllers(ros::NodeHandle& n) { nav_controller_.reset(new NavController(n)); } // Update the controllers at each time step. -void Turtlebot::update_controllers(ros::Time current_time, bool is_controller_step) +void MobileRobot::update_controllers(ros::Time current_time, bool is_controller_step) { bool trial_init = trial_controller_ != NULL && trial_controller_->is_configured() && controller_initialized_; if(!is_controller_step && trial_init){ @@ -199,7 +194,7 @@ void Turtlebot::update_controllers(ros::Time current_time, bool is_controller_st } // Position command callback. -void Turtlebot::nav_subscriber_callback(const gps_agent_pkg::NavigationCommand::ConstPtr& msg) +void MobileRobot::nav_subscriber_callback(const gps_agent_pkg::NavigationCommand::ConstPtr& msg) { ROS_INFO_STREAM("received navigation command"); OptionsMap params; @@ -223,24 +218,24 @@ void Turtlebot::nav_subscriber_callback(const gps_agent_pkg::NavigationCommand:: } // Trial command callback. -void Turtlebot::trial_subscriber_callback(const gps_agent_pkg::TrialCommand::ConstPtr& msg) +void MobileRobot::trial_subscriber_callback(const gps_agent_pkg::TrialCommand::ConstPtr& msg) { RobotPlugin::trial_subscriber_callback(msg); } // Trial command callback. -void Turtlebot::data_request_subscriber_callback(const gps_agent_pkg::DataRequest::ConstPtr& msg) +void MobileRobot::data_request_subscriber_callback(const gps_agent_pkg::DataRequest::ConstPtr& msg) { RobotPlugin::data_request_subscriber_callback(msg); } // Get current time. -ros::Time Turtlebot::get_current_time() const +ros::Time MobileRobot::get_current_time() const { return last_update_time_; } // Get current encoder readings (robot-dependent). -void Turtlebot::get_joint_encoder_readings(Eigen::VectorXd &angles, gps::ActuatorType arm) const +void MobileRobot::get_joint_encoder_readings(Eigen::VectorXd &angles, gps::ActuatorType arm) const { } diff --git a/src/gps_agent_pkg/src/turtlebot_node.cpp b/src/gps_agent_pkg/src/mobilerobot_node.cpp similarity index 63% rename from src/gps_agent_pkg/src/turtlebot_node.cpp rename to src/gps_agent_pkg/src/mobilerobot_node.cpp index eea85ef6c..407d67688 100644 --- a/src/gps_agent_pkg/src/turtlebot_node.cpp +++ b/src/gps_agent_pkg/src/mobilerobot_node.cpp @@ -1,34 +1,34 @@ /* - * turtlebot_node.cpp + * mobilerobot_node.cpp * * Created on: Mar 5, 2017 * Author: thobotics */ -#include "gps_agent_pkg/turtlebot.h" +#include "gps_agent_pkg/mobilerobot.h" using namespace gps_control; int main(int argc, char** argv){ - ros::init(argc, argv, "turtlebot_node"); + ros::init(argc, argv, "mobilerobot_node"); ros::NodeHandle n; // NOTE: Rate depend on simulator time // E.g: stage_ros real-time is 10Hz (/clock topic) ros::Rate rate(20); - Turtlebot turtlebot; - turtlebot.init(n); - turtlebot.starting(); + MobileRobot mobilerobot; + mobilerobot.init(n); + mobilerobot.starting(); // Control Loop and code while (ros::ok()) { - turtlebot.update(); + mobilerobot.update(); ros::spinOnce(); rate.sleep(); } // It should never be called - turtlebot.stopping(); + mobilerobot.stopping(); return(0); } diff --git a/src/gps_agent_pkg/src/mobilerobotsensor.cpp b/src/gps_agent_pkg/src/mobilerobotsensor.cpp index 51e7ee849..515f1655e 100644 --- a/src/gps_agent_pkg/src/mobilerobotsensor.cpp +++ b/src/gps_agent_pkg/src/mobilerobotsensor.cpp @@ -6,7 +6,8 @@ */ #include "gps_agent_pkg/mobilerobotsensor.h" -#include "gps_agent_pkg/turtlebot.h" + +#include "../include/gps_agent_pkg/mobilerobot.h" using namespace gps_control; @@ -57,10 +58,10 @@ MobileRobotSensor::MobileRobotSensor(ros::NodeHandle& n, RobotPlugin *plugin): S } // Initialize subscriber - // TODO: Get topic name by parameter - topic_name_ = "/odom"; + n.param("/odom_topic", topic_name_, "odom"); + n.param("/scan_topic", range_topic_name_, "scan"); + subscriber_ = n.subscribe(topic_name_, 1, &MobileRobotSensor::update_data_vector, this); - range_topic_name_ = "/scan"; range_subscriber_ = n.subscribe(range_topic_name_, 1, &MobileRobotSensor::update_range_data, this); // Set time. @@ -269,43 +270,6 @@ void MobileRobotSensor::updateObstacleTree(costmap_2d::Costmap2D *costmap) } } -vector MobileRobotSensor::find_points_within_threshold(Point newPoint, double threshold) -{ - vector results; - - flann::Matrix query(new float[2], 1, 2); - query[0][0] = newPoint.a; - query[0][1] = newPoint.b; - - std::vector< std::vector > indices; - std::vector< std::vector > dists; - - flann::SearchParams params; - params.checks = 128; - params.max_neighbors = -1; - params.sorted = true; - // ROS_INFO("Do search"); - { - boost::mutex::scoped_lock lock(cost_map_mutex_); - obs_tree->radiusSearch(query, indices, dists, threshold, params); - - // ROS_INFO("Finished search"); - for (int i = 0; i < indices[0].size(); i++) - { - MinDistResult result; - result.p = Point((*data)[indices[0][i]][0], (*data)[indices[0][i]][1]); - result.dist = static_cast(dists[0][i]); - results.push_back(result); - } - } - - delete[] query.ptr(); - indices.clear(); - dists.clear(); - - return results; -} - MinDistResult MobileRobotSensor::find_nearest_neighbor(Point queryPoint) { MinDistResult results; @@ -352,39 +316,6 @@ double MobileRobotSensor::min_distance_to_obstacle(geometry_msgs::Pose local_cur minDist = distance(local_current_pose.position.x, local_current_pose.position.y, nn_graph_point.p.a, nn_graph_point.p.b); - /*double SOME_THRESH = 1.5; - - if(nn_graph_point.dist < SOME_THRESH) - { - int min_i = 0; - vector distResult; - distResult = find_points_within_threshold(global, 1.1*SOME_THRESH); - - //ROS_INFO("Loop through %d points from radius search", distResult.size()); - for (unsigned int i = 0 ; i < distResult.size() && minDist > 0; i++) - { - double dist = distance(local_current_pose.position.x, local_current_pose.position.y, cost_map.cells[i].x, cost_map.cells[i].y); - if (dist < minDist) - { - minDist = dist; - min_i = i; - } - } - - obs_pose->a = cost_map.cells[min_i].x; - obs_pose->b = cost_map.cells[min_i].y; - // ROS_INFO("Calculate heading"); - head = tf::getYaw(local_current_pose.orientation) - atan2(cost_map.cells[min_i].y - local_current_pose.position.y, cost_map.cells[min_i].x - local_current_pose.position.x); - head = mod(head + PI, TWO_PI) - PI; - //ROS_INFO("Got nearest radius neighbor, poly dist: %f", minDist); - } - else - { - minDist = distance(local_current_pose.position.x, local_current_pose.position.y, nn_graph_point.p.a, nn_graph_point.p.b); - obs_pose->a = nn_graph_point.p.a; - obs_pose->b = nn_graph_point.p.b; - //ROS_INFO("Got nearest neighbor, poly dist: %f", minDist); - }*/ obs_pose->a = nn_graph_point.p.a; obs_pose->b = nn_graph_point.p.b; *heading = head; diff --git a/src/gps_agent_pkg/src/turtlebot_test.cpp b/src/gps_agent_pkg/src/turtlebot_test.cpp deleted file mode 100644 index 8f56156f9..000000000 --- a/src/gps_agent_pkg/src/turtlebot_test.cpp +++ /dev/null @@ -1,45 +0,0 @@ -#include "gps_agent_pkg/turtlebot_test.h" -#include - -#define POSE "pose" - -// Publishers. -// Publish result of a trial, completion of position command, or just a report. -ros_publisher_ptr(gps_agent_pkg::SampleResult) report_publisher_; -ros::Publisher chatter_pub; - -/** - * This tutorial demonstrates simple receipt of messages over the ROS system. - */ -void chatterCallback(const gps_agent_pkg::TrialCommand::ConstPtr& msg) -{ - geometry_msgs::Pose stage_pose; - stage_pose.position.x = 9.977; - stage_pose.position.y = 1.739; - stage_pose.orientation.x = 0.707; - stage_pose.orientation.y = 0.707; - chatter_pub.publish(stage_pose); - - ROS_INFO("I heard frequency: [%f]", msg->frequency); - report_publisher_->unlockAndPublish(); -} - -void resetStage(){ - // TOOD: Something HERE - -} - -int main(int argc, char **argv) -{ - ros::init(argc, argv, "turtlebot_test"); - ros::NodeHandle n; - ros::Subscriber sub = n.subscribe("/gps_controller_trial_command", 1, chatterCallback); - report_publisher_.reset(new realtime_tools::RealtimePublisher(n, "/gps_controller_report", 1)); - chatter_pub = n.advertise("/cmd_pose", 1000); - - ROS_INFO("Initialized"); - - ros::spin(); - - return 0; -} From 2fdb3be396fc78088bd9dabb09e2097e94904050 Mon Sep 17 00:00:00 2001 From: thobotics Date: Tue, 4 Apr 2017 22:38:58 +0700 Subject: [PATCH 32/44] Remove junk file --- .../.goutputstream-SZ54WY | 178 ------------- .../.goutputstream-U5VPXY | 246 ------------------ .../turtlebot_example/.goutputstream-SZ54WY | 178 ------------- 3 files changed, 602 deletions(-) delete mode 100644 experiments/turtlebot_badmm_example/.goutputstream-SZ54WY delete mode 100644 experiments/turtlebot_badmm_example/.goutputstream-U5VPXY delete mode 100644 experiments/turtlebot_example/.goutputstream-SZ54WY diff --git a/experiments/turtlebot_badmm_example/.goutputstream-SZ54WY b/experiments/turtlebot_badmm_example/.goutputstream-SZ54WY deleted file mode 100644 index 656766b09..000000000 --- a/experiments/turtlebot_badmm_example/.goutputstream-SZ54WY +++ /dev/null @@ -1,178 +0,0 @@ -""" Hyperparameters for PR2 trajectory optimization experiment. """ -from __future__ import division - -from datetime import datetime -import os.path - -import numpy as np - -from gps import __file__ as gps_filepath -from gps.agent.ros.agent_turtlebot import AgentTurtlebot -from gps.algorithm.algorithm_traj_opt import AlgorithmTrajOpt -from gps.algorithm.cost.cost_fk import CostFK -from gps.algorithm.cost.cost_action import CostAction -from gps.algorithm.cost.cost_state import CostState -from gps.algorithm.cost.cost_obstacles import CostObstacle -from gps.algorithm.cost.cost_sum import CostSum -from gps.algorithm.cost.cost_utils import RAMP_LINEAR, RAMP_FINAL_ONLY -from gps.algorithm.dynamics.dynamics_lr_prior import DynamicsLRPrior -from gps.algorithm.dynamics.dynamics_prior_gmm import DynamicsPriorGMM -from gps.algorithm.traj_opt.traj_opt_lqr_python import TrajOptLQRPython -from gps.algorithm.policy.lin_gauss_init import init_lqr, init_pd -from gps.gui.target_setup_gui import load_pose_from_npz -from gps.proto.gps_pb2 import MOBILE_POSITION, MOBILE_ORIENTATION, \ - MOBILE_VELOCITIES_LINEAR, MOBILE_VELOCITIES_ANGULAR, ACTION, \ - POSITION_NEAREST_OBSTACLE -from gps.utility.general_utils import get_ee_points -from gps.gui.config import generate_experiment_info - -SENSOR_DIMS = { - MOBILE_POSITION: 3, - MOBILE_ORIENTATION: 4, - MOBILE_VELOCITIES_LINEAR: 3, - MOBILE_VELOCITIES_ANGULAR: 3, - #ACTION: 6, - ACTION: 2 -} - -BASE_DIR = '/'.join(str.split(gps_filepath, '/')[:-2]) -EXP_DIR = BASE_DIR + '/../experiments/turtlebot_example/' - -# NOTE: This is odom pose. -# Default is in one_stacle.world -x0s = [np.array([0., 0., 0., # Position x, y, z - 0., 0., 0., 1., # Quaternion x, y, z, w - 0., 0., 0., # Linear Velocities - 0., 0., 0.])] -ee_tgts = [] -# NOTE: This is map pose (The order of quaternion also different). -#''' -reset_conditions = [np.array([4.5, 8.3, 0., # Position x, y, z - 1., 0., 0., 0., # Quaternion w, z, (x, y?) - 0., 0., 0., # Linear Velocities - 0., 0., 0.])] # Angular Velocities -''' -reset_conditions = [np.array([3.5, 10., 0., # Position x, y, z - 1., 0., 0., 0., # Quaternion w, z, (x, y?) - 0., 0., 0., # Linear Velocities - 0., 0., 0.])] # Angular Velocities -''' -common = { - 'experiment_name': 'my_experiment' + '_' + \ - datetime.strftime(datetime.now(), '%m-%d-%y_%H-%M'), - 'experiment_dir': EXP_DIR, - 'data_files_dir': EXP_DIR + 'data_files/', - 'target_filename': EXP_DIR + 'target.npz', - 'log_filename': EXP_DIR + 'log.txt', - 'conditions': 1, -} - -if not os.path.exists(common['data_files_dir']): - os.makedirs(common['data_files_dir']) - -agent = { - 'type': AgentTurtlebot, - 'dt': 0.05, - 'conditions': common['conditions'], - 'T': 100, - 'x0': x0s, - 'reset_conditions': reset_conditions, - 'sensor_dims': SENSOR_DIMS, - 'state_include': [MOBILE_POSITION, MOBILE_ORIENTATION, \ - MOBILE_VELOCITIES_LINEAR, MOBILE_VELOCITIES_ANGULAR], - 'obs_include': [], -} - -algorithm = { - 'type': AlgorithmTrajOpt, - 'conditions': common['conditions'], - 'iterations': 15, -} - -algorithm['init_traj_distr'] = { - 'type': init_pd, - 'init_var': 5.0, - 'pos_gains': 0.0, - 'dQ': SENSOR_DIMS[ACTION], - 'dt': agent['dt'], - 'T': agent['T'], -} - - -action_cost = { - 'type': CostAction, - 'wu': np.ones(SENSOR_DIMS[ACTION])*5e-5 -} - -state_cost = { - 'type': CostState, - 'data_types' : { - #MOBILE_POSITION: { - #'wp': np.ones(SENSOR_DIMS[MOBILE_POSITION])*0.025, - #'target_state': np.array([20.]), - #'ramp_option': RAMP_LINEAR, - #'sup_key': [0], - #}, - MOBILE_ORIENTATION: { - 'wp': np.ones(SENSOR_DIMS[MOBILE_ORIENTATION])*7.5, - 'target_state': np.array([0., 0., 0., 1.]), - }, - MOBILE_VELOCITIES_LINEAR: { - 'wp': np.ones(SENSOR_DIMS[MOBILE_VELOCITIES_LINEAR])*2.5, - 'target_state': np.array([1.0, 0., 0.]), - }, - MOBILE_VELOCITIES_ANGULAR: { - 'wp': np.ones(SENSOR_DIMS[MOBILE_VELOCITIES_ANGULAR])*0.25, - 'target_state': np.array([0., 0., 0.]), - }, - }, -} - -obstacle_cost = { - 'type': CostObstacle, - 'obstacle_type' : POSITION_NEAREST_OBSTACLE, - 'data_types' : { - MOBILE_POSITION: { - 'wp': np.ones(SENSOR_DIMS[MOBILE_POSITION]), - 'd_safe': 1.5 - }, - }, -} - -algorithm['cost'] = { - 'type': CostSum, - 'costs': [action_cost, state_cost, obstacle_cost], - 'weights': [1.0, 1.0, 2.5], - #'costs': [action_cost, state_cost], - #'weights': [1.0, 1.0], -} - - -algorithm['dynamics'] = { - 'type': DynamicsLRPrior, - 'regularization': 1e-6, - 'prior': { - 'type': DynamicsPriorGMM, - 'max_clusters': 20, - 'min_samples_per_cluster': 40, - 'max_samples': 20, - }, -} - -algorithm['traj_opt'] = { - 'type': TrajOptLQRPython, -} - -algorithm['policy_opt'] = {} - -config = { - 'iterations': algorithm['iterations'], - 'common': common, - 'verbose_trials': 0, - 'agent': agent, - 'gui_on': True, - 'algorithm': algorithm, - 'num_samples': 5, -} - -common['info'] = generate_experiment_info(config) diff --git a/experiments/turtlebot_badmm_example/.goutputstream-U5VPXY b/experiments/turtlebot_badmm_example/.goutputstream-U5VPXY deleted file mode 100644 index 80853aa1f..000000000 --- a/experiments/turtlebot_badmm_example/.goutputstream-U5VPXY +++ /dev/null @@ -1,246 +0,0 @@ -""" Hyperparameters for PR2 trajectory optimization experiment. """ -from __future__ import division - -from datetime import datetime -import os.path - -import numpy as np - -from gps import __file__ as gps_filepath -from gps.agent.ros.agent_turtlebot import AgentTurtlebot -from gps.algorithm.algorithm_badmm import AlgorithmBADMM -from gps.algorithm.cost.cost_fk import CostFK -from gps.algorithm.cost.cost_action import CostAction -from gps.algorithm.cost.cost_state import CostState -from gps.algorithm.cost.cost_obstacles import CostObstacle -from gps.algorithm.cost.cost_sum import CostSum -from gps.algorithm.cost.cost_utils import RAMP_LINEAR, RAMP_FINAL_ONLY -from gps.algorithm.dynamics.dynamics_lr_prior import DynamicsLRPrior -from gps.algorithm.dynamics.dynamics_prior_gmm import DynamicsPriorGMM -from gps.algorithm.policy.policy_prior_gmm import PolicyPriorGMM -from gps.algorithm.traj_opt.traj_opt_lqr_python import TrajOptLQRPython -from gps.algorithm.policy_opt.policy_opt_caffe import PolicyOptCaffe -from gps.algorithm.policy.lin_gauss_init import init_lqr, init_pd -from gps.gui.target_setup_gui import load_pose_from_npz -from gps.proto.gps_pb2 import MOBILE_POSITION, MOBILE_ORIENTATION, \ - MOBILE_VELOCITIES_LINEAR, MOBILE_VELOCITIES_ANGULAR, ACTION, \ - POSITION_NEAREST_OBSTACLE -from gps.utility.general_utils import get_ee_points -from gps.gui.config import generate_experiment_info - -SENSOR_DIMS = { - MOBILE_POSITION: 3, - MOBILE_ORIENTATION: 4, - MOBILE_VELOCITIES_LINEAR: 3, - MOBILE_VELOCITIES_ANGULAR: 3, - ACTION: 3 -} - -BASE_DIR = '/'.join(str.split(gps_filepath, '/')[:-2]) -EXP_DIR = BASE_DIR + '/../experiments/turtlebot_badmm_example/' - -# NOTE: This is odom pose. -# Default is in one_stacle.world -x0s = [np.array([2., 0., 0., # Position x, y, z - 0., 0., 0., 1., # Quaternion x, y, z, w - 0., 0., 0., # Linear Velocities - 0., 0., 0.]), - np.array([1., 0., 0., # Position x, y, z - 0., 0., 0., 1., # Quaternion x, y, z, w - 0., 0., 0., # Linear Velocities - 0., 0., 0.]), - np.array([2., -0.5, 0., # Position x, y, z - 0., 0., 0., 1., # Quaternion x, y, z, w - 0., 0., 0., # Linear Velocities - 0., 0., 0.]), - np.array([1., 0.5, 0., # Position x, y, z - 0., 0., 0., 1., # Quaternion x, y, z, w - 0., 0., 0., # Linear Velocities - 0., 0., 0.])] - - -# NOTE: This is map pose (The order of quaternion also different). -odom_pose = [1.5, 8.3, 0.] -x0s = [] -reset_conditions = [] - -map_state = [np.array([3.5, 8.3, 0., # Position x, y, z - 1., 0., 0., 0., # Quaternion w, z, (x, y?) - 0., 0., 0., # Linear Velocities - 0., 0., 0.]), # Angular Velocities - np.array([2.5, 8.3, 0., # Position x, y, z - 1., 0., 0., 0., # Quaternion w, z, (x, y?) - 0., 0., 0., # Linear Velocities - 0., 0., 0.]), # Angular Velocities - np.array([3.5, 7.8, 0., # Position x, y, z - 1., 0., 0., 0., # Quaternion w, z, (x, y?) - 0., 0., 0., # Linear Velocities - 0., 0., 0.]), # Angular Velocities - np.array([2.5, 8.8, 0., # Position x, y, z - 1., 0., 0., 0., # Quaternion w, z, (x, y?) - 0., 0., 0., # Linear Velocities - 0., 0., 0.]), # Angular Velocities - ] -common = { - 'experiment_name': 'my_experiment' + '_' + \ - datetime.strftime(datetime.now(), '%m-%d-%y_%H-%M'), - 'experiment_dir': EXP_DIR, - 'data_files_dir': EXP_DIR + 'data_files/', - 'target_filename': EXP_DIR + 'target.npz', - 'log_filename': EXP_DIR + 'log.txt', - 'conditions': 4, - 'use_mpc': False, -} - -if not os.path.exists(common['data_files_dir']): - os.makedirs(common['data_files_dir']) - -for i in xrange(common['conditions']): - idx_pos = SENSOR_DIMS[MOBILE_POSITION] - idx_ori = SENSOR_DIMS[MOBILE_ORIENTATION] - - state = np.zeros(map_state[i].size) - state[:idx_pos] = map_state[i][:idx_pos] - odom_pose - - # Change orientation - state[idx_pos] = x0s[i][idx_pos+3] # w - state[idx_pos+1] = x0s[i][idx_pos+2] # z - state[idx_pos+2] = x0s[i][idx_pos] # x - state[idx_pos+3] = x0s[i][idx_pos+1] # y - - x0s.append(state[i]) - reset_conditions.append(map_state[i]) - -print reset_conditions -raw_input("Paused") - -agent = { - 'type': AgentTurtlebot, - 'dt': 0.05, - 'conditions': common['conditions'], - 'T': 100, - 'x0': x0s, - 'use_mpc': common['use_mpc'], - 'M': 5, - 'reset_conditions': reset_conditions, - 'sensor_dims': SENSOR_DIMS, - 'state_include': [MOBILE_POSITION, MOBILE_ORIENTATION, \ - MOBILE_VELOCITIES_LINEAR, MOBILE_VELOCITIES_ANGULAR], - 'obs_include': [MOBILE_POSITION, MOBILE_ORIENTATION, \ - MOBILE_VELOCITIES_LINEAR, MOBILE_VELOCITIES_ANGULAR], -} - -algorithm = { - 'type': AlgorithmBADMM, - 'conditions': common['conditions'], - 'iterations': 10, - 'lg_step_schedule': np.array([1e-4, 1e-3, 1e-2, 1e-2]), - 'policy_dual_rate': 0.2, - 'ent_reg_schedule': np.array([1e-3, 1e-3, 1e-2, 1e-1]), - 'fixed_lg_step': 3, - 'kl_step': 5.0, - 'min_step_mult': 0.01, - 'max_step_mult': 1.0, - 'sample_decrease_var': 0.05, - 'sample_increase_var': 0.1, -} - -algorithm['init_traj_distr'] = { - 'type': init_pd, - 'init_var': 5.0, - 'pos_gains': 0.0, - 'dQ': SENSOR_DIMS[ACTION], - 'dt': agent['dt'], - 'T': agent['T'], -} - -algorithm['init_mpc'] = { - 'type': init_pd, - 'init_var': 5.0, - 'pos_gains': 0.0, - 'dQ': SENSOR_DIMS[ACTION], - 'dt': agent['dt'], - 'T': agent['M'], -} - - -action_cost = { - 'type': CostAction, - 'wu': np.ones(SENSOR_DIMS[ACTION])*5e-5 -} - -state_cost = { - 'type': CostState, - 'data_types' : { - MOBILE_ORIENTATION: { - 'wp': np.ones(SENSOR_DIMS[MOBILE_ORIENTATION])*10., - 'target_state': np.array([0., 0., 0., 1.]), - }, - MOBILE_VELOCITIES_LINEAR: { - 'wp': np.ones(SENSOR_DIMS[MOBILE_VELOCITIES_LINEAR])*1., - 'target_state': np.array([0.75, 0., 0.]), - }, - MOBILE_VELOCITIES_ANGULAR: { - 'wp': np.ones(SENSOR_DIMS[MOBILE_VELOCITIES_ANGULAR])*0.25, - 'target_state': np.array([0., 0., 0.]), - }, - }, -} - -obstacle_cost = { - 'type': CostObstacle, - 'obstacle_type' : POSITION_NEAREST_OBSTACLE, - 'data_types' : { - MOBILE_POSITION: { - 'wp': np.ones(SENSOR_DIMS[MOBILE_POSITION]), - 'd_safe': 0.4 # Note that it 0.5*d^2 - }, - }, -} - -algorithm['cost'] = { - 'type': CostSum, - 'costs': [action_cost, state_cost, obstacle_cost], - 'weights': [1.0, 1.0, 10.0], -} - - -algorithm['dynamics'] = { - 'type': DynamicsLRPrior, - 'regularization': 1e-6, - 'prior': { - 'type': DynamicsPriorGMM, - 'max_clusters': 20, - 'min_samples_per_cluster': 40, - 'max_samples': 20, - }, -} - -algorithm['traj_opt'] = { - 'type': TrajOptLQRPython, -} - -algorithm['policy_opt'] = { - 'type': PolicyOptCaffe, - 'weights_file_prefix': EXP_DIR + 'policy', -} - -algorithm['policy_prior'] = { - 'type': PolicyPriorGMM, - 'max_clusters': 20, - 'min_samples_per_cluster': 40, - 'max_samples': 20, -} - -config = { - 'iterations': algorithm['iterations'], - 'common': common, - 'verbose_trials': 0, - 'verbose_policy_trials': 1, - 'agent': agent, - 'gui_on': True, - 'algorithm': algorithm, - 'num_samples': 5, -} - -common['info'] = generate_experiment_info(config) diff --git a/experiments/turtlebot_example/.goutputstream-SZ54WY b/experiments/turtlebot_example/.goutputstream-SZ54WY deleted file mode 100644 index 656766b09..000000000 --- a/experiments/turtlebot_example/.goutputstream-SZ54WY +++ /dev/null @@ -1,178 +0,0 @@ -""" Hyperparameters for PR2 trajectory optimization experiment. """ -from __future__ import division - -from datetime import datetime -import os.path - -import numpy as np - -from gps import __file__ as gps_filepath -from gps.agent.ros.agent_turtlebot import AgentTurtlebot -from gps.algorithm.algorithm_traj_opt import AlgorithmTrajOpt -from gps.algorithm.cost.cost_fk import CostFK -from gps.algorithm.cost.cost_action import CostAction -from gps.algorithm.cost.cost_state import CostState -from gps.algorithm.cost.cost_obstacles import CostObstacle -from gps.algorithm.cost.cost_sum import CostSum -from gps.algorithm.cost.cost_utils import RAMP_LINEAR, RAMP_FINAL_ONLY -from gps.algorithm.dynamics.dynamics_lr_prior import DynamicsLRPrior -from gps.algorithm.dynamics.dynamics_prior_gmm import DynamicsPriorGMM -from gps.algorithm.traj_opt.traj_opt_lqr_python import TrajOptLQRPython -from gps.algorithm.policy.lin_gauss_init import init_lqr, init_pd -from gps.gui.target_setup_gui import load_pose_from_npz -from gps.proto.gps_pb2 import MOBILE_POSITION, MOBILE_ORIENTATION, \ - MOBILE_VELOCITIES_LINEAR, MOBILE_VELOCITIES_ANGULAR, ACTION, \ - POSITION_NEAREST_OBSTACLE -from gps.utility.general_utils import get_ee_points -from gps.gui.config import generate_experiment_info - -SENSOR_DIMS = { - MOBILE_POSITION: 3, - MOBILE_ORIENTATION: 4, - MOBILE_VELOCITIES_LINEAR: 3, - MOBILE_VELOCITIES_ANGULAR: 3, - #ACTION: 6, - ACTION: 2 -} - -BASE_DIR = '/'.join(str.split(gps_filepath, '/')[:-2]) -EXP_DIR = BASE_DIR + '/../experiments/turtlebot_example/' - -# NOTE: This is odom pose. -# Default is in one_stacle.world -x0s = [np.array([0., 0., 0., # Position x, y, z - 0., 0., 0., 1., # Quaternion x, y, z, w - 0., 0., 0., # Linear Velocities - 0., 0., 0.])] -ee_tgts = [] -# NOTE: This is map pose (The order of quaternion also different). -#''' -reset_conditions = [np.array([4.5, 8.3, 0., # Position x, y, z - 1., 0., 0., 0., # Quaternion w, z, (x, y?) - 0., 0., 0., # Linear Velocities - 0., 0., 0.])] # Angular Velocities -''' -reset_conditions = [np.array([3.5, 10., 0., # Position x, y, z - 1., 0., 0., 0., # Quaternion w, z, (x, y?) - 0., 0., 0., # Linear Velocities - 0., 0., 0.])] # Angular Velocities -''' -common = { - 'experiment_name': 'my_experiment' + '_' + \ - datetime.strftime(datetime.now(), '%m-%d-%y_%H-%M'), - 'experiment_dir': EXP_DIR, - 'data_files_dir': EXP_DIR + 'data_files/', - 'target_filename': EXP_DIR + 'target.npz', - 'log_filename': EXP_DIR + 'log.txt', - 'conditions': 1, -} - -if not os.path.exists(common['data_files_dir']): - os.makedirs(common['data_files_dir']) - -agent = { - 'type': AgentTurtlebot, - 'dt': 0.05, - 'conditions': common['conditions'], - 'T': 100, - 'x0': x0s, - 'reset_conditions': reset_conditions, - 'sensor_dims': SENSOR_DIMS, - 'state_include': [MOBILE_POSITION, MOBILE_ORIENTATION, \ - MOBILE_VELOCITIES_LINEAR, MOBILE_VELOCITIES_ANGULAR], - 'obs_include': [], -} - -algorithm = { - 'type': AlgorithmTrajOpt, - 'conditions': common['conditions'], - 'iterations': 15, -} - -algorithm['init_traj_distr'] = { - 'type': init_pd, - 'init_var': 5.0, - 'pos_gains': 0.0, - 'dQ': SENSOR_DIMS[ACTION], - 'dt': agent['dt'], - 'T': agent['T'], -} - - -action_cost = { - 'type': CostAction, - 'wu': np.ones(SENSOR_DIMS[ACTION])*5e-5 -} - -state_cost = { - 'type': CostState, - 'data_types' : { - #MOBILE_POSITION: { - #'wp': np.ones(SENSOR_DIMS[MOBILE_POSITION])*0.025, - #'target_state': np.array([20.]), - #'ramp_option': RAMP_LINEAR, - #'sup_key': [0], - #}, - MOBILE_ORIENTATION: { - 'wp': np.ones(SENSOR_DIMS[MOBILE_ORIENTATION])*7.5, - 'target_state': np.array([0., 0., 0., 1.]), - }, - MOBILE_VELOCITIES_LINEAR: { - 'wp': np.ones(SENSOR_DIMS[MOBILE_VELOCITIES_LINEAR])*2.5, - 'target_state': np.array([1.0, 0., 0.]), - }, - MOBILE_VELOCITIES_ANGULAR: { - 'wp': np.ones(SENSOR_DIMS[MOBILE_VELOCITIES_ANGULAR])*0.25, - 'target_state': np.array([0., 0., 0.]), - }, - }, -} - -obstacle_cost = { - 'type': CostObstacle, - 'obstacle_type' : POSITION_NEAREST_OBSTACLE, - 'data_types' : { - MOBILE_POSITION: { - 'wp': np.ones(SENSOR_DIMS[MOBILE_POSITION]), - 'd_safe': 1.5 - }, - }, -} - -algorithm['cost'] = { - 'type': CostSum, - 'costs': [action_cost, state_cost, obstacle_cost], - 'weights': [1.0, 1.0, 2.5], - #'costs': [action_cost, state_cost], - #'weights': [1.0, 1.0], -} - - -algorithm['dynamics'] = { - 'type': DynamicsLRPrior, - 'regularization': 1e-6, - 'prior': { - 'type': DynamicsPriorGMM, - 'max_clusters': 20, - 'min_samples_per_cluster': 40, - 'max_samples': 20, - }, -} - -algorithm['traj_opt'] = { - 'type': TrajOptLQRPython, -} - -algorithm['policy_opt'] = {} - -config = { - 'iterations': algorithm['iterations'], - 'common': common, - 'verbose_trials': 0, - 'agent': agent, - 'gui_on': True, - 'algorithm': algorithm, - 'num_samples': 5, -} - -common['info'] = generate_experiment_info(config) From 06ba91e2fd6e7d5e7c670239a61a370a2f3f33fe Mon Sep 17 00:00:00 2001 From: thobotics Date: Tue, 4 Apr 2017 23:02:24 +0700 Subject: [PATCH 33/44] Reset cost_state --- python/gps/algorithm/cost/cost_state.py | 14 -------------- 1 file changed, 14 deletions(-) diff --git a/python/gps/algorithm/cost/cost_state.py b/python/gps/algorithm/cost/cost_state.py index d4b6d4739..cb6346c75 100644 --- a/python/gps/algorithm/cost/cost_state.py +++ b/python/gps/algorithm/cost/cost_state.py @@ -37,20 +37,6 @@ def eval(self, sample): wp = config['wp'] tgt = config['target_state'] x = sample.get(data_type) - - if 'sup_key' in config: - key_list = np.arange(x.shape[1]) - mask = np.ones(len(key_list), dtype=bool) # all elements included/True. - mask[config['sup_key']] = False # Set unwanted elements to False - - new_tgt = np.zeros(x.shape) - for t in range(x.shape[0]): - new_tgt[t,config['sup_key']] = tgt - new_tgt[t,key_list[mask]] = x[t,key_list[mask]] - - # Assign pointer - tgt = new_tgt - _, dim_sensor = x.shape wpm = get_ramp_multiplier( From d92d2f9567386e429137f9a1dacbe18644a38e60 Mon Sep 17 00:00:00 2001 From: thobotics Date: Wed, 5 Apr 2017 16:09:27 +0700 Subject: [PATCH 34/44] Update cost obstacle config --- .../hyperparams.py | 9 +++------ .../box2d_pointmass_obstacle_example/hyperparams.py | 11 ++++------- experiments/turtlebot_badmm_example/hyperparams.py | 9 +++------ experiments/turtlebot_example/hyperparams.py | 9 +++------ .../turtlebot_hallway_badmm_example/hyperparams.py | 9 +++------ python/gps/algorithm/cost/config.py | 10 ++++------ python/gps/algorithm/cost/cost_obstacles.py | 7 +++---- 7 files changed, 23 insertions(+), 41 deletions(-) diff --git a/experiments/box2d_pointmass_obstacle_badmm_example/hyperparams.py b/experiments/box2d_pointmass_obstacle_badmm_example/hyperparams.py index 95385d2c6..698a2f8c1 100644 --- a/experiments/box2d_pointmass_obstacle_badmm_example/hyperparams.py +++ b/experiments/box2d_pointmass_obstacle_badmm_example/hyperparams.py @@ -137,12 +137,9 @@ obstacle_cost = { 'type': CostObstacle, 'obstacle_type' : POSITION_NEAREST_OBSTACLE, - 'data_types' : { - END_EFFECTOR_POINTS: { - 'wp': np.ones(SENSOR_DIMS[END_EFFECTOR_POINTS]), - 'd_safe': 1.0 - }, - }, + 'position_type': END_EFFECTOR_POINTS, + 'wp': np.ones(SENSOR_DIMS[END_EFFECTOR_POINTS]), + 'd_safe': 1.0 } algorithm['cost'] = { diff --git a/experiments/box2d_pointmass_obstacle_example/hyperparams.py b/experiments/box2d_pointmass_obstacle_example/hyperparams.py index a74f59936..2db8875d3 100644 --- a/experiments/box2d_pointmass_obstacle_example/hyperparams.py +++ b/experiments/box2d_pointmass_obstacle_example/hyperparams.py @@ -116,14 +116,11 @@ } obstacle_cost = { - 'type': CostObstacle, + 'type': CostObstacle, 'obstacle_type' : POSITION_NEAREST_OBSTACLE, - 'data_types' : { - END_EFFECTOR_POINTS: { - 'wp': np.ones(SENSOR_DIMS[END_EFFECTOR_POINTS]), - 'd_safe': 1.0 - }, - }, + 'position_type': END_EFFECTOR_POINTS, + 'wp': np.ones(SENSOR_DIMS[END_EFFECTOR_POINTS]), + 'd_safe': 1.0 } algorithm['cost'] = { diff --git a/experiments/turtlebot_badmm_example/hyperparams.py b/experiments/turtlebot_badmm_example/hyperparams.py index 910207e3c..b6445a3bb 100644 --- a/experiments/turtlebot_badmm_example/hyperparams.py +++ b/experiments/turtlebot_badmm_example/hyperparams.py @@ -257,12 +257,9 @@ obstacle_cost = { 'type': CostObstacle, 'obstacle_type' : POSITION_NEAREST_OBSTACLE, - 'data_types' : { - MOBILE_POSITION: { - 'wp': np.ones(SENSOR_DIMS[MOBILE_POSITION]), - 'd_safe': 0.4 # Note that it 0.5*d^2 - }, - }, + 'position_type': MOBILE_POSITION, + 'wp': np.ones(SENSOR_DIMS[MOBILE_POSITION]), + 'd_safe': 0.4 } algorithm['cost'] = { diff --git a/experiments/turtlebot_example/hyperparams.py b/experiments/turtlebot_example/hyperparams.py index ac14da4b8..7f869d884 100644 --- a/experiments/turtlebot_example/hyperparams.py +++ b/experiments/turtlebot_example/hyperparams.py @@ -144,12 +144,9 @@ obstacle_cost = { 'type': CostObstacle, 'obstacle_type' : POSITION_NEAREST_OBSTACLE, - 'data_types' : { - MOBILE_POSITION: { - 'wp': np.ones(SENSOR_DIMS[MOBILE_POSITION]), - 'd_safe': 0.4 # Note that it 0.5*d^2 - }, - }, + 'position_type': MOBILE_POSITION, + 'wp': np.ones(SENSOR_DIMS[MOBILE_POSITION]), + 'd_safe': 0.4 } algorithm['cost'] = { diff --git a/experiments/turtlebot_hallway_badmm_example/hyperparams.py b/experiments/turtlebot_hallway_badmm_example/hyperparams.py index 73ffcce58..483253285 100644 --- a/experiments/turtlebot_hallway_badmm_example/hyperparams.py +++ b/experiments/turtlebot_hallway_badmm_example/hyperparams.py @@ -181,12 +181,9 @@ obstacle_cost = { 'type': CostObstacle, 'obstacle_type' : POSITION_NEAREST_OBSTACLE, - 'data_types' : { - MOBILE_POSITION: { - 'wp': np.ones(SENSOR_DIMS[MOBILE_POSITION]), - 'd_safe': 0.4 - }, - }, + 'position_type': MOBILE_POSITION, + 'wp': np.ones(SENSOR_DIMS[MOBILE_POSITION]), + 'd_safe': 0.4 } algorithm['cost'] = { diff --git a/python/gps/algorithm/cost/config.py b/python/gps/algorithm/cost/config.py index 1de643139..3948913b6 100644 --- a/python/gps/algorithm/cost/config.py +++ b/python/gps/algorithm/cost/config.py @@ -40,12 +40,10 @@ 'l2': 1.0, 'alpha': 1e-2, 'wp_final_multiplier': 1.0, # Weight multiplier on final time step. - 'data_types': { - 'JointAngle': { - 'target_state': None, # Target state - must be set. - 'wp': None, # State weights - must be set. - }, - }, + 'wp': None, + 'obstacle_type': None, + 'position_type': None, + 'd_safe': 0.4, } # CostBinaryRegion diff --git a/python/gps/algorithm/cost/cost_obstacles.py b/python/gps/algorithm/cost/cost_obstacles.py index 367373c63..a09c2abac 100644 --- a/python/gps/algorithm/cost/cost_obstacles.py +++ b/python/gps/algorithm/cost/cost_obstacles.py @@ -31,10 +31,9 @@ def eval(self, sample): lxx = np.zeros((T, dX, dX)) lux = np.zeros((T, dU, dX)) - data_type = self._hyperparams['data_types'].iterkeys().next() - config = self._hyperparams['data_types'][data_type] + data_type = self._hyperparams['position_type'] - wp = config['wp'] + wp = self._hyperparams['wp'] obs = sample.get(self._hyperparams['obstacle_type']) x = sample.get(data_type) @@ -48,7 +47,7 @@ def eval(self, sample): # Evaluate penalty term. l, ls, lss = evalhinglel2loss( - wp, dist, config['d_safe'], self._hyperparams['l2'], + wp, dist, self._hyperparams['d_safe'], self._hyperparams['l2'], ) # Add to current terms. From ea71a6941809917914520bb9cdebc8f430d769af Mon Sep 17 00:00:00 2001 From: thobotics Date: Wed, 5 Apr 2017 16:10:17 +0700 Subject: [PATCH 35/44] Add reference to MPC GPS --- python/gps/algorithm/traj_opt/mpc_traj_opt.py | 8 +++++++- 1 file changed, 7 insertions(+), 1 deletion(-) diff --git a/python/gps/algorithm/traj_opt/mpc_traj_opt.py b/python/gps/algorithm/traj_opt/mpc_traj_opt.py index eb6fd909e..56ef9d217 100644 --- a/python/gps/algorithm/traj_opt/mpc_traj_opt.py +++ b/python/gps/algorithm/traj_opt/mpc_traj_opt.py @@ -1,3 +1,10 @@ +""" This file defines code for MPC GPS based trajectory optimization. + +References: + [1] Tianhao Zhang, Gregory Kahn, Sergey Levine, Pieter Abbeel. Learning Deep Control Policies + for Autonomous Aerial Vehicles with MPC-Guided Policy Search. ICRA 2016. + """ + import os import os.path import sys @@ -6,7 +13,6 @@ import scipy as sp from copy import deepcopy from math import ceil -from scipy.stats import multivariate_normal from numpy.linalg import LinAlgError from gps.algorithm.config import ALG from gps.utility.general_utils import extract_condition From 3de3115fef7d7a7e028542f2ff81854ecb40d984 Mon Sep 17 00:00:00 2001 From: thobotics Date: Wed, 5 Apr 2017 16:17:34 +0700 Subject: [PATCH 36/44] Remove junk worlds and maps of turtlebot --- src/gps_agent_pkg/maps/dynamic_obstacle.png | Bin 2123 -> 0 bytes src/gps_agent_pkg/maps/one_obstacle.png | Bin 2310 -> 0 bytes src/gps_agent_pkg/maps/willow-full.pgm | Bin 307238 -> 0 bytes src/gps_agent_pkg/maps/willow-full.yaml | 6 -- src/gps_agent_pkg/worlds/willow-full.world | 73 -------------------- 5 files changed, 79 deletions(-) delete mode 100644 src/gps_agent_pkg/maps/dynamic_obstacle.png delete mode 100644 src/gps_agent_pkg/maps/one_obstacle.png delete mode 100644 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zao^fjIwqbRtp`3%jg|^&%nhZL%y@FV2QIP);=Z*P*-`Og7wiGf4dsGm;+gRtXsZWQ z7O}yytl@nRZW-&= z&M%lt+?ApMUy$@4erfOxa9 z>4AToi4B}Mlz0!sdm!Ee@g9ixK)eUyJrM7Kcn`#TAl?J<9*Flq`+J~E`>Vuj#Css3 J2ev-^{{eJU)mZ=l diff --git a/src/gps_agent_pkg/maps/willow-full.yaml b/src/gps_agent_pkg/maps/willow-full.yaml deleted file mode 100644 index a4cf816b1..000000000 --- a/src/gps_agent_pkg/maps/willow-full.yaml +++ /dev/null @@ -1,6 +0,0 @@ -image: willow-full.pgm -resolution: 0.100000 -origin: [0.0, 0.0, 0.0] -negate: 0 -occupied_thresh: 0.65 -free_thresh: 0.196 \ No newline at end of file diff --git a/src/gps_agent_pkg/worlds/willow-full.world b/src/gps_agent_pkg/worlds/willow-full.world deleted file mode 100644 index b6d8802f9..000000000 --- a/src/gps_agent_pkg/worlds/willow-full.world +++ /dev/null @@ -1,73 +0,0 @@ -define block model -( - size [0.500 0.500 0.500] - gui_nose 0 -) - -define kinect ranger -( - sensor( - range_max 6.5 - fov 58.0 - samples 640 - ) - # generic model properties - color "black" - size [ 0.060 0.150 0.030 ] -) - -define turtlebot position -( - odom_error [0.03 0.03 999999 999999 999999 0.02] - size [ 0.255 0.255 0.400 ] - origin [-0.050 0.000 0.000 0.000] - gui_nose 1 - drive "diff" - color "gray" - - kinect(pose [ -0.100 0.000 -0.110 0.000 ]) -) - -define floorplan model -( - # sombre, sensible, artistic - color "gray30" - - # most maps will need a bounding box - boundary 1 - - gui_nose 0 - gui_grid 0 - - gui_outline 0 - gripper_return 0 - fiducial_return 0 - ranger_return 1.000 -) - -# set the resolution of the underlying raytrace model in meters -resolution 0.02 - -interval_sim 100 # simulation timestep in milliseconds - - -window -( - size [ 745 448 ] - center [ 16.449 13.443 ] - rotate [ 0.000 0.000 ] - scale 21.642 -) - -# load an environment bitmap -floorplan -( - name "willow" - bitmap "../maps/willow-full.pgm" - size [58.400 52.600 0.500] - pose [ 29.200 26.300 0.000 0.000 ] -) - -# throw in a robot -turtlebot( pose [ 17.340 15.540 0.000 87.363 ] name "turtlebot1" color "gray" gui_nose 1) -block( pose [ 13.903 16.228 0.000 180.000 ] color "red") \ No newline at end of file From 4f8722d7fb9bb29c33233b31e94b2c4cb2ae5877 Mon Sep 17 00:00:00 2001 From: thobotics Date: Wed, 5 Apr 2017 16:21:14 +0700 Subject: [PATCH 37/44] Restore pr2_gazebo launch file --- src/gps_agent_pkg/launch/pr2_gazebo_no_controller.launch | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/src/gps_agent_pkg/launch/pr2_gazebo_no_controller.launch b/src/gps_agent_pkg/launch/pr2_gazebo_no_controller.launch index 8bec63a59..a01c85d24 100644 --- a/src/gps_agent_pkg/launch/pr2_gazebo_no_controller.launch +++ b/src/gps_agent_pkg/launch/pr2_gazebo_no_controller.launch @@ -1,8 +1,7 @@ - - + + From 0a95108654a6815c7607c8d5c953a451a8a1e9e4 Mon Sep 17 00:00:00 2001 From: thobotics Date: Thu, 6 Apr 2017 22:56:53 +0700 Subject: [PATCH 38/44] Update camera sensor --- src/gps_agent_pkg/param/turtlebot.rviz | 43 ++++++++++++++++----- src/gps_agent_pkg/worlds/hallway.world | 9 +++++ src/gps_agent_pkg/worlds/hallway_bend.world | 9 +++++ 3 files changed, 51 insertions(+), 10 deletions(-) diff --git a/src/gps_agent_pkg/param/turtlebot.rviz b/src/gps_agent_pkg/param/turtlebot.rviz index e877637a6..68f3c9135 100644 --- a/src/gps_agent_pkg/param/turtlebot.rviz +++ b/src/gps_agent_pkg/param/turtlebot.rviz @@ -6,8 +6,9 @@ Panels: Expanded: - /TF1/Frames1 - /TF1/Tree1 + - /LaserScan (kinect)1 Splitter Ratio: 0.5 - Tree Height: 505 + Tree Height: 314 - Class: rviz/Selection Name: Selection - Class: rviz/Tool Properties @@ -266,7 +267,7 @@ Visualization Manager: Queue Size: 10 Selectable: true Size (Pixels): 3 - Size (m): 0.01 + Size (m): 0.1 Style: Squares Topic: /scan Unreliable: false @@ -295,12 +296,32 @@ Visualization Manager: Class: rviz/Odometry Color: 48; 48; 48 Enabled: true - Keep: 1 + Keep: 100 Length: 0.4 Name: Odometry Position Tolerance: 0.1 Topic: /odom Value: true + - Class: rviz/Camera + Enabled: true + Image Rendering: background and overlay + Image Topic: /image + Name: Camera + Overlay Alpha: 0.5 + Queue Size: 2 + Transport Hint: raw + Unreliable: false + Value: true + Visibility: + CostMap: true + Grid: true + LaserScan (kinect): true + Map: true + Odometry: true + RobotModel: true + TF: true + Value: true + Zoom Factor: 1 Enabled: true Global Options: Background Color: 48; 48; 48 @@ -321,30 +342,32 @@ Visualization Manager: Views: Current: Class: rviz/Orbit - Distance: 32.1943 + Distance: 36.4855 Enable Stereo Rendering: Stereo Eye Separation: 0.06 Stereo Focal Distance: 1 Swap Stereo Eyes: false Value: false Focal Point: - X: 7.49492 - Y: 0.5732 - Z: -0.201593 + X: 4.09885 + Y: -1.53396 + Z: -0.255775 Name: Current View Near Clip Distance: 0.01 - Pitch: 1.5198 + Pitch: 1.5448 Target Frame: base_link Value: Orbit (rviz) - Yaw: 4.74321 + Yaw: 4.70321 Saved: ~ Window Geometry: + Camera: + collapsed: false Displays: collapsed: false Height: 744 Hide Left Dock: false Hide Right Dock: false - QMainWindow State: 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 + QMainWindow State: 000000ff00000000fd0000000400000000000001e10000028bfc0200000006fb0000001200530065006c0065006300740069006f006e00000001e10000009b0000006700fffffffb0000001e0054006f006f006c002000500072006f007000650072007400690065007302000001ed000001df00000185000000a3fb000000120056006900650077007300200054006f006f02000001df000002110000018500000122fb000000200054006f006f006c002000500072006f0070006500720074006900650073003203000002880000011d000002210000017afb000000100044006900730070006c0061007900730100000040000001cc000000e300fffffffb0000000c00430061006d0065007200610100000212000000b90000001600ffffff000000010000010b0000038bfc0200000003fb0000001e0054006f006f006c002000500072006f00700065007200740069006500730100000041000000780000000000000000fb0000000a0056006900650077007300000000320000038b000000b300fffffffb0000001200530065006c0065006300740069006f006e010000025a000000b200000000000000000000000200000490000000a9fc0100000001fb0000000a00560069006500770073030000004e00000080000002e10000019700000003000004a00000003efc0100000002fb0000000800540069006d00650000000000000004a0000002d000fffffffb0000000800540069006d006501000000000000045000000000000000000000036f0000028b00000004000000040000000800000008fc0000000100000002000000010000000a0054006f006f006c00730100000000ffffffff0000000000000000 Selection: collapsed: false Time: diff --git a/src/gps_agent_pkg/worlds/hallway.world b/src/gps_agent_pkg/worlds/hallway.world index 7ef1b1d0f..5e0cfd5a0 100644 --- a/src/gps_agent_pkg/worlds/hallway.world +++ b/src/gps_agent_pkg/worlds/hallway.world @@ -24,6 +24,15 @@ define turtlebot position color "gray" kinect(pose [ -0.100 0.000 -0.110 0.000 ]) + # add a camera to the robot + camera( + pose [ 0 0 0.2 0 ] + range [ 0.2 8.0 ] + resolution [ 100 100 ] + fov [ 70 40 ] + pantilt [ 0 0 ] + alwayson 1 + ) ) define floorplan model diff --git a/src/gps_agent_pkg/worlds/hallway_bend.world b/src/gps_agent_pkg/worlds/hallway_bend.world index 4c8f168a1..44cda55ba 100644 --- a/src/gps_agent_pkg/worlds/hallway_bend.world +++ b/src/gps_agent_pkg/worlds/hallway_bend.world @@ -27,6 +27,15 @@ define turtlebot position color "gray" kinect(pose [ -0.100 0.000 -0.110 0.000 ]) + # add a camera to the robot + camera( + pose [ 0 0 0.2 0 ] + range [ 0.2 8.0 ] + resolution [ 100 100 ] + fov [ 70 40 ] + pantilt [ 0 0 ] + alwayson 1 + ) ) define floorplan model From df218b2f59465f44485e80bcff7e74556e75d10f Mon Sep 17 00:00:00 2001 From: thobotics Date: Fri, 7 Apr 2017 18:13:29 +0700 Subject: [PATCH 39/44] Change weight of cost_obstacle and initial state. --- .../turtlebot_hallway_badmm_example/hyperparams.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/experiments/turtlebot_hallway_badmm_example/hyperparams.py b/experiments/turtlebot_hallway_badmm_example/hyperparams.py index 483253285..0859ffe7b 100644 --- a/experiments/turtlebot_hallway_badmm_example/hyperparams.py +++ b/experiments/turtlebot_hallway_badmm_example/hyperparams.py @@ -52,15 +52,15 @@ #1., 0., 0., 0., # Quaternion w, z, (x, y?) #0., 0., 0., # Linear Velocities #0., 0., 0.]), # Angular Velocities - np.array([5.5, 9.55, 0., # Position x, y, z + np.array([3.5, 9.55, 0., # Position x, y, z 1., 0., 0., 0., # Quaternion w, z, (x, y?) 0., 0., 0., # Linear Velocities 0., 0., 0.]), # Angular Velocities - np.array([5.5, 10.3, 0., # Position x, y, z + np.array([3.5, 10.3, 0., # Position x, y, z 1., 0., 0., 0., # Quaternion w, z, (x, y?) 0., 0., 0., # Linear Velocities 0., 0., 0.]), # Angular Velocities - np.array([5.5, 11.2, 0., # Position x, y, z + np.array([3.5, 11.2, 0., # Position x, y, z 1., 0., 0., 0., # Quaternion w, z, (x, y?) 0., 0., 0., # Linear Velocities 0., 0., 0.]), # Angular Velocities @@ -189,7 +189,7 @@ algorithm['cost'] = { 'type': CostSum, 'costs': [action_cost, state_cost, obstacle_cost], - 'weights': [1.0, 1.0, 10.0], + 'weights': [1.0, 1.0, 25.0], } From 67b47163f38c0b1dbbd6eb8e96a5b34d422553df Mon Sep 17 00:00:00 2001 From: thobotics Date: Wed, 31 May 2017 16:18:07 +0700 Subject: [PATCH 40/44] Show iLQG and MPC Plan on RVIZ --- experiments/turtlebot_example/hyperparams.py | 15 +++---- .../hyperparams.py | 2 +- python/gps/agent/agent.py | 4 ++ python/gps/agent/ros/agent_ros.py | 5 ++- python/gps/agent/ros/agent_turtlebot.py | 40 ++++++++++++----- .../gps/algorithm/policy/lin_gauss_policy.py | 8 ++++ python/gps/algorithm/traj_opt/mpc_traj_opt.py | 23 +++++++--- python/gps/gps_main.py | 4 +- python/gps/gui/gps_training_gui.py | 1 + .../launch/pr2_gazebo_no_controller.launch | 2 +- src/gps_agent_pkg/param/turtlebot.rviz | 43 +++++++++++++------ 11 files changed, 102 insertions(+), 45 deletions(-) diff --git a/experiments/turtlebot_example/hyperparams.py b/experiments/turtlebot_example/hyperparams.py index 7f869d884..e9142ab82 100644 --- a/experiments/turtlebot_example/hyperparams.py +++ b/experiments/turtlebot_example/hyperparams.py @@ -69,11 +69,8 @@ state = np.zeros(map_state[i].size) state[:idx_pos] = map_state[i][:idx_pos] - odom_pose - # Change orientation - state[idx_pos] = map_state[i][idx_pos+2] # w - state[idx_pos+1] = map_state[i][idx_pos+3] # z - state[idx_pos+2] = map_state[i][idx_pos+1] # x - state[idx_pos+3] = map_state[i][idx_pos] # y + # odom state is independent to map state + state[idx_pos:idx_pos+idx_ori] = [0., 0., 0., 1.] x0s.append(state) reset_conditions.append(map_state[i]) @@ -127,15 +124,15 @@ 'type': CostState, 'data_types' : { MOBILE_ORIENTATION: { - 'wp': np.ones(SENSOR_DIMS[MOBILE_ORIENTATION])*10000., + 'wp': np.ones(SENSOR_DIMS[MOBILE_ORIENTATION])*100., 'target_state': np.array([0., 0., 0., 1.]), }, MOBILE_VELOCITIES_LINEAR: { - 'wp': np.ones(SENSOR_DIMS[MOBILE_VELOCITIES_LINEAR])*1000.0, + 'wp': np.ones(SENSOR_DIMS[MOBILE_VELOCITIES_LINEAR])*100.0, 'target_state': np.array([1.0, 0., 0.]), }, MOBILE_VELOCITIES_ANGULAR: { - 'wp': np.ones(SENSOR_DIMS[MOBILE_VELOCITIES_ANGULAR])*250., + 'wp': np.ones(SENSOR_DIMS[MOBILE_VELOCITIES_ANGULAR])*2.5, 'target_state': np.array([0., 0., 0.]), }, }, @@ -152,7 +149,7 @@ algorithm['cost'] = { 'type': CostSum, 'costs': [action_cost, state_cost, obstacle_cost], - 'weights': [1.0, 1.0, 1000.0], + 'weights': [1.0, 1.0, 25.0], } diff --git a/experiments/turtlebot_hallway_badmm_example/hyperparams.py b/experiments/turtlebot_hallway_badmm_example/hyperparams.py index 0859ffe7b..2d9108105 100644 --- a/experiments/turtlebot_hallway_badmm_example/hyperparams.py +++ b/experiments/turtlebot_hallway_badmm_example/hyperparams.py @@ -112,7 +112,7 @@ 'T': 150, 'x0': x0s, 'use_mpc': common['use_mpc'], - 'M': 4, + 'M': 10, 'reset_conditions': reset_conditions, 'sensor_dims': SENSOR_DIMS, 'state_include': [MOBILE_POSITION, MOBILE_ORIENTATION, \ diff --git a/python/gps/agent/agent.py b/python/gps/agent/agent.py index 6afc76583..fdf5d5391 100755 --- a/python/gps/agent/agent.py +++ b/python/gps/agent/agent.py @@ -270,3 +270,7 @@ def unpack_data_x(self, existing_mat, data_types, axes=None): index[axes[i]] = slice(self._x_data_idx[data_types[i]][0], self._x_data_idx[data_types[i]][-1] + 1) return existing_mat[index] + + def publish_plan(self, state, mpc=False): + # Publish plan given + pass \ No newline at end of file diff --git a/python/gps/agent/ros/agent_ros.py b/python/gps/agent/ros/agent_ros.py index eaadca0fa..31dd002fd 100644 --- a/python/gps/agent/ros/agent_ros.py +++ b/python/gps/agent/ros/agent_ros.py @@ -137,7 +137,7 @@ def reset(self, condition): condition_data[AUXILIARY_ARM]['data']) time.sleep(2.0) # useful for the real robot, so it stops completely - def sample(self, policy, condition, verbose=True, save=True, noisy=True): + def sample(self, policy, condition, reset=True, verbose=True, save=True, noisy=True): """ Reset and execute a policy and collect a sample. Args: @@ -153,7 +153,8 @@ def sample(self, policy, condition, verbose=True, save=True, noisy=True): if isinstance(policy, TfPolicy): self._init_tf(policy.dU) - self.reset(condition) + if reset: + self.reset(condition) # Generate noise. if noisy: noise = generate_noise(self.T, self.dU, self._hyperparams) diff --git a/python/gps/agent/ros/agent_turtlebot.py b/python/gps/agent/ros/agent_turtlebot.py index 27342fffe..e8afe03e5 100644 --- a/python/gps/agent/ros/agent_turtlebot.py +++ b/python/gps/agent/ros/agent_turtlebot.py @@ -17,6 +17,7 @@ from gps.proto.gps_pb2 import TRIAL_ARM, AUXILIARY_ARM from gps_agent_pkg.msg import TrialCommand, SampleResult, NavigationCommand, \ DataRequest +from geometry_msgs.msg import PoseArray, Pose from __builtin__ import raw_input @@ -40,15 +41,6 @@ def __init__(self, hyperparams, init_node=True): self._init_pubs_and_subs() self._seq_id = 0 # Used for setting seq in ROS commands. - conditions = self._hyperparams['conditions'] - - self.x0 = [] - ''' - TOOD: CHECK THIS - for field in ('x0', 'ee_points_tgt', 'reset_conditions'): - self._hyperparams[field] = setup(self._hyperparams[field], - conditions) - ''' self.x0 = self._hyperparams['x0'] r = rospy.Rate(1) @@ -70,6 +62,8 @@ def _init_pubs_and_subs(self): self._hyperparams['data_request_topic'], DataRequest, self._hyperparams['sample_result_topic'], SampleResult ) + self._offline_plan = rospy.Publisher("ofline_plan", PoseArray) + self._mpc_plan = rospy.Publisher("mpc_plan", PoseArray) def _get_next_seq_id(self): self._seq_id = (self._seq_id + 1) % (2 ** 32) @@ -89,7 +83,6 @@ def get_data(self): sample = msg_to_sample(result_msg, self) return sample - # TODO: CHECK THIS def reset(self, condition): """ Reset the agent for a particular experiment condition. @@ -105,7 +98,6 @@ def reset(self, condition): self._reset_service.publish_and_wait(reset_command, timeout=timeout) time.sleep(2.0) # useful for the real robot, so it stops completely - # TODO: CHECK THIS def sample(self, policy, condition, reset=True, verbose=True, save=True, noisy=True): """ Reset and execute a policy and collect a sample. @@ -148,3 +140,29 @@ def sample(self, policy, condition, reset=True, verbose=True, save=True, noisy=T if save: self._samples[condition].append(sample) return sample + + def publish_plan(self, state, mpc=False): + T, _ = state.shape + + poseArray = PoseArray() + poseArray.header.stamp = rospy.Time.now() + poseArray.header.frame_id = "/odom" + + for t in range(T): + pose = Pose() + pose.position.x = state[t,0] + pose.position.y = state[t,1] + pose.position.z = state[t,2] + + pose.orientation.x = state[t,3] + pose.orientation.y = state[t,4] + pose.orientation.z = state[t,5] + pose.orientation.w = state[t,6] + + poseArray.poses.append(pose) + + # Publish plan given + if mpc: + self._mpc_plan.publish(poseArray) + else: + self._offline_plan.publish(poseArray) \ No newline at end of file diff --git a/python/gps/algorithm/policy/lin_gauss_policy.py b/python/gps/algorithm/policy/lin_gauss_policy.py index d10cc607e..bb2f27e0a 100644 --- a/python/gps/algorithm/policy/lin_gauss_policy.py +++ b/python/gps/algorithm/policy/lin_gauss_policy.py @@ -1,8 +1,10 @@ """ This file defines the linear Gaussian policy class. """ import numpy as np +import logging from gps.algorithm.policy.policy import Policy from gps.utility.general_utils import check_shape +LOGGER = logging.getLogger(__name__) class LinearGaussianPolicy(Policy): @@ -50,10 +52,16 @@ def fold_k(self, noise): Returns: k: A T x dU bias vector. """ + #mean_noise = np.zeros_like(noise) k = np.zeros_like(self.k) for i in range(self.T): scaled_noise = self.chol_pol_covar[i].T.dot(noise[i]) k[i] = scaled_noise + self.k[i] + #mean_noise[i] = np.abs(scaled_noise) + + #print "Mean ", np.mean(mean_noise, axis=0) + #print "Chol covar: " + #print self.chol_pol_covar return k diff --git a/python/gps/algorithm/traj_opt/mpc_traj_opt.py b/python/gps/algorithm/traj_opt/mpc_traj_opt.py index 56ef9d217..f0666235b 100644 --- a/python/gps/algorithm/traj_opt/mpc_traj_opt.py +++ b/python/gps/algorithm/traj_opt/mpc_traj_opt.py @@ -76,12 +76,14 @@ def update(self, n, X_t, prior, traj_distr, traj_info, cur_t, pol_info=None): mu, sigma = self.forward(traj_distr, trajinfo, cur_t) new_mpc = self.backward(self.mpc_pol[n], traj_distr, trajinfo, X_ref, mu, sigma, cur_t, pol_info) + # Forward to get plan state + new_mu, new_sigma = self.forward(new_mpc, trajinfo, cur_t, mpc=True) # Store mpc self.mpc_pol[n] = new_mpc - return new_mpc + return new_mpc, new_mu - def forward(self, traj_distr, traj_info, cur_t): + def forward(self, traj_distr, traj_info, cur_t, mpc=False): """ Perform LQR forward pass. Computes state-action marginals from dynamics and policy. @@ -115,8 +117,15 @@ def forward(self, traj_distr, traj_info, cur_t): mu[0, idx_x] = traj_info.x0mu for t in range(T): - t_traj = cur_t+t - if t_traj > self.T-1: + # t trajectory distribution + t_dyn = cur_t+t + # t dynamics + if mpc: + t_traj = t + else: + t_traj = cur_t+t + + if t_dyn > self.T-1: break sigma[t, :, :] = np.vstack([ np.hstack([ @@ -136,9 +145,9 @@ def forward(self, traj_distr, traj_info, cur_t): ]) if t < T - 1: sigma[t+1, idx_x, idx_x] = \ - Fm[t_traj, :, :].dot(sigma[t, :, :]).dot(Fm[t_traj, :, :].T) + \ - dyn_covar[t_traj, :, :] - mu[t+1, idx_x] = Fm[t_traj, :, :].dot(mu[t, :]) + fv[t_traj, :] + Fm[t_dyn, :, :].dot(sigma[t, :, :]).dot(Fm[t_dyn, :, :].T) + \ + dyn_covar[t_dyn, :, :] + mu[t+1, idx_x] = Fm[t_dyn, :, :].dot(mu[t, :]) + fv[t_dyn, :] return mu, sigma def backward(self, prev_mpc_traj_distr, traj_distr, traj_info, x0, mu, sigma, cur_t, pol_info): diff --git a/python/gps/gps_main.py b/python/gps/gps_main.py index 196d7d8f3..79ca62dc2 100755 --- a/python/gps/gps_main.py +++ b/python/gps/gps_main.py @@ -225,6 +225,7 @@ def _roll_out(self, pol, itr, cond, i): # Note: At this time algorithm.prev = algorithm.cur, # and prev.traj_info already have x0mu, x0sigma. self.off_prior, _ = self.algorithm.traj_opt.forward(pol, self.algorithm.prev[cond].traj_info) + self.agent.publish_plan(self.off_prior) if type(self.algorithm) == AlgorithmTrajOpt: pol_info = None @@ -236,10 +237,11 @@ def _roll_out(self, pol, itr, cond, i): t_traj = n*(M-1) reset = True if(n == 0) else False - mpc_pol = self.algorithm.mpc[cond][i].update( + mpc_pol, mpc_state = self.algorithm.mpc[cond][i].update( n, X_t, self.off_prior, pol, self.algorithm.cur[cond].traj_info, t_traj, pol_info ) + self.agent.publish_plan(mpc_state, True) new_sample = self.mpc_agent.sample( mpc_pol, cond, reset=reset, noisy=True, diff --git a/python/gps/gui/gps_training_gui.py b/python/gps/gui/gps_training_gui.py index 7b27cdeed..14f538f61 100644 --- a/python/gps/gui/gps_training_gui.py +++ b/python/gps/gui/gps_training_gui.py @@ -18,6 +18,7 @@ import threading import numpy as np +import matplotlib import matplotlib.pyplot as plt import matplotlib.gridspec as gridspec diff --git a/src/gps_agent_pkg/launch/pr2_gazebo_no_controller.launch b/src/gps_agent_pkg/launch/pr2_gazebo_no_controller.launch index a01c85d24..65298461e 100644 --- a/src/gps_agent_pkg/launch/pr2_gazebo_no_controller.launch +++ b/src/gps_agent_pkg/launch/pr2_gazebo_no_controller.launch @@ -1,6 +1,6 @@ - + diff --git a/src/gps_agent_pkg/param/turtlebot.rviz b/src/gps_agent_pkg/param/turtlebot.rviz index 68f3c9135..5661394fb 100644 --- a/src/gps_agent_pkg/param/turtlebot.rviz +++ b/src/gps_agent_pkg/param/turtlebot.rviz @@ -6,9 +6,8 @@ Panels: Expanded: - /TF1/Frames1 - /TF1/Tree1 - - /LaserScan (kinect)1 Splitter Ratio: 0.5 - Tree Height: 314 + Tree Height: 218 - Class: rviz/Selection Name: Selection - Class: rviz/Tool Properties @@ -316,12 +315,30 @@ Visualization Manager: CostMap: true Grid: true LaserScan (kinect): true + MPC Plan: true Map: true Odometry: true + Offline Plan: true RobotModel: true TF: true Value: true Zoom Factor: 1 + - Arrow Length: 0.3 + Class: rviz/PoseArray + Color: 255; 170; 0 + Enabled: true + Name: Offline Plan + Topic: /ofline_plan + Unreliable: false + Value: true + - Arrow Length: 0.3 + Class: rviz/PoseArray + Color: 255; 255; 0 + Enabled: true + Name: MPC Plan + Topic: /mpc_plan + Unreliable: false + Value: true Enabled: true Global Options: Background Color: 48; 48; 48 @@ -342,32 +359,32 @@ Visualization Manager: Views: Current: Class: rviz/Orbit - Distance: 36.4855 + Distance: 10.4563 Enable Stereo Rendering: Stereo Eye Separation: 0.06 Stereo Focal Distance: 1 Swap Stereo Eyes: false Value: false Focal Point: - X: 4.09885 - Y: -1.53396 - Z: -0.255775 + X: 3.81662 + Y: 0.61629 + Z: -0.244908 Name: Current View Near Clip Distance: 0.01 - Pitch: 1.5448 + Pitch: 1.5498 Target Frame: base_link Value: Orbit (rviz) - Yaw: 4.70321 + Yaw: 4.72321 Saved: ~ Window Geometry: Camera: collapsed: false Displays: collapsed: false - Height: 744 + Height: 609 Hide Left Dock: false Hide Right Dock: false - QMainWindow State: 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 + QMainWindow State: 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 Selection: collapsed: false Time: @@ -376,6 +393,6 @@ Window Geometry: collapsed: false Views: collapsed: false - Width: 1366 - X: 0 - Y: 24 + Width: 974 + X: 624 + Y: 0 From aec8993f9caa269de71807c3c1f98c2fd5fb31e0 Mon Sep 17 00:00:00 2001 From: thobotics Date: Tue, 27 Feb 2018 14:40:12 +0700 Subject: [PATCH 41/44] Publish nearest obstacle points --- src/gps_agent_pkg/.gitignore | 3 + .../include/gps_agent_pkg/mobilerobotsensor.h | 5 +- src/gps_agent_pkg/param/turtlebot.rviz | 26 ++-- src/gps_agent_pkg/src/mobilerobotsensor.cpp | 131 ++++++++++++------ 4 files changed, 108 insertions(+), 57 deletions(-) diff --git a/src/gps_agent_pkg/.gitignore b/src/gps_agent_pkg/.gitignore index 1f5d4eb2e..f11893ee7 100644 --- a/src/gps_agent_pkg/.gitignore +++ b/src/gps_agent_pkg/.gitignore @@ -2,3 +2,6 @@ src/gps_agent_pkg/__init__.py src/gps_agent_pkg/msg/* +catkin +catkin_generated +devel diff --git a/src/gps_agent_pkg/include/gps_agent_pkg/mobilerobotsensor.h b/src/gps_agent_pkg/include/gps_agent_pkg/mobilerobotsensor.h index f9307c8d5..11d67b071 100644 --- a/src/gps_agent_pkg/include/gps_agent_pkg/mobilerobotsensor.h +++ b/src/gps_agent_pkg/include/gps_agent_pkg/mobilerobotsensor.h @@ -23,6 +23,7 @@ #include #include #include +#include #include #include "flann/flann.hpp" @@ -78,6 +79,7 @@ class MobileRobotSensor: public Sensor // Subscribers ros::Subscriber subscriber_; ros::Subscriber range_subscriber_; + ros::Publisher nearest_obs_pub_; std::string topic_name_; std::string range_topic_name_; @@ -86,6 +88,8 @@ class MobileRobotSensor: public Sensor tf::TransformListener* tf_; costmap_2d::Costmap2DROS* costmap_ros_; + boost::mutex odom_mutex_, range_mutex_; + geometry_msgs::Pose cur_pose_; // Building obstacle tree boost::mutex cost_map_mutex_; @@ -97,7 +101,6 @@ class MobileRobotSensor: public Sensor // Auxiliary function double mod(double x, double y); double distance(double pose_x, double pose_y, double obx, double oby); - geometry_msgs::Pose getCurrentRobotPose(); void updateObstacleTree(costmap_2d::Costmap2D *costmap); MinDistResult find_nearest_neighbor(Point queryPoint); double min_distance_to_obstacle(geometry_msgs::Pose local_current_pose, double *heading, Point *obs_pose); diff --git a/src/gps_agent_pkg/param/turtlebot.rviz b/src/gps_agent_pkg/param/turtlebot.rviz index 5661394fb..379adb85b 100644 --- a/src/gps_agent_pkg/param/turtlebot.rviz +++ b/src/gps_agent_pkg/param/turtlebot.rviz @@ -7,7 +7,7 @@ Panels: - /TF1/Frames1 - /TF1/Tree1 Splitter Ratio: 0.5 - Tree Height: 218 + Tree Height: 222 - Class: rviz/Selection Name: Selection - Class: rviz/Tool Properties @@ -317,6 +317,7 @@ Visualization Manager: LaserScan (kinect): true MPC Plan: true Map: true + Nearest obstacle: true Odometry: true Offline Plan: true RobotModel: true @@ -338,6 +339,14 @@ Visualization Manager: Name: MPC Plan Topic: /mpc_plan Unreliable: false + - Class: rviz/Marker + Enabled: true + Marker Topic: /nearest_obstacle + Name: Nearest obstacle + Namespaces: + nearest_points: true + Queue Size: 100 + Value: true Value: true Enabled: true Global Options: @@ -358,23 +367,20 @@ Visualization Manager: Value: true Views: Current: - Class: rviz/Orbit - Distance: 10.4563 + Angle: 0 + Class: rviz/TopDownOrtho Enable Stereo Rendering: Stereo Eye Separation: 0.06 Stereo Focal Distance: 1 Swap Stereo Eyes: false Value: false - Focal Point: - X: 3.81662 - Y: 0.61629 - Z: -0.244908 Name: Current View Near Clip Distance: 0.01 - Pitch: 1.5498 + Scale: 33.7909 Target Frame: base_link - Value: Orbit (rviz) - Yaw: 4.72321 + Value: TopDownOrtho (rviz) + X: 1.53197 + Y: 0.599903 Saved: ~ Window Geometry: Camera: diff --git a/src/gps_agent_pkg/src/mobilerobotsensor.cpp b/src/gps_agent_pkg/src/mobilerobotsensor.cpp index 515f1655e..f7ff882f0 100644 --- a/src/gps_agent_pkg/src/mobilerobotsensor.cpp +++ b/src/gps_agent_pkg/src/mobilerobotsensor.cpp @@ -63,6 +63,7 @@ MobileRobotSensor::MobileRobotSensor(ros::NodeHandle& n, RobotPlugin *plugin): S subscriber_ = n.subscribe(topic_name_, 1, &MobileRobotSensor::update_data_vector, this); range_subscriber_ = n.subscribe(range_topic_name_, 1, &MobileRobotSensor::update_range_data, this); + nearest_obs_pub_ = n.advertise("nearest_obstacle", 10); // Set time. previous_pose_time_ = ros::Time(0.0); // This ignores the velocities on the first step. @@ -90,13 +91,40 @@ void MobileRobotSensor::update(RobotPlugin *plugin, ros::Time current_time, bool // Find the nearest obstacle, default is -1000.0, -1000.0 double obstacle_heading = 0.0; Point obs_pose(-1000.0,-1000.0); - geometry_msgs::Pose cur_pose = getCurrentRobotPose(); - double minDist = min_distance_to_obstacle(cur_pose, &obstacle_heading, &obs_pose); + double minDist; + + { + boost::mutex::scoped_lock lock(odom_mutex_); + minDist = min_distance_to_obstacle(cur_pose_, &obstacle_heading, &obs_pose); + } + nearest_obstacle_[0] = obs_pose.a; nearest_obstacle_[1] = obs_pose.b; nearest_obstacle_[2] = 0.0; ROS_INFO("Min distance: %f, Pose: %f, %f", minDist, obs_pose.a, obs_pose.b); + visualization_msgs::Marker nearest_points; + nearest_points.header.frame_id = "odom"; + nearest_points.header.stamp = ros::Time::now(); + nearest_points.ns = "nearest_points"; + nearest_points.action = visualization_msgs::Marker::MODIFY; + nearest_points.pose.orientation.w = 1; + nearest_points.id = 0; + nearest_points.type = visualization_msgs::Marker::POINTS; + nearest_points.scale.x = 0.2; + nearest_points.scale.y = 0.2; + + // Points are green + nearest_points.color.g = 1.0f; + nearest_points.color.a = 1.0; + + geometry_msgs::Point p; + p.x = obs_pose.a; + p.y = obs_pose.b; + p.z = 1; + + nearest_points.points.push_back(p); + nearest_obs_pub_.publish(nearest_points); previous_pose_time_ = current_time; } @@ -140,66 +168,77 @@ void MobileRobotSensor::set_sample_data_format(boost::scoped_ptr& sample // Set data on the provided sample. void MobileRobotSensor::set_sample_data(boost::scoped_ptr& sample, int t) { - // Set position. - sample->set_data_vector(t,gps::MOBILE_POSITION,position_.data(),position_.size(),SampleDataFormatEigenVector); + { + boost::mutex::scoped_lock lock(odom_mutex_); - // Set orientation. - sample->set_data_vector(t,gps::MOBILE_ORIENTATION,orientation_.data(),orientation_.size(),SampleDataFormatEigenVector); + // Set position. + sample->set_data_vector(t,gps::MOBILE_POSITION,position_.data(),position_.size(),SampleDataFormatEigenVector); - // Set nearest obstacle. - sample->set_data_vector(t,gps::POSITION_NEAREST_OBSTACLE,nearest_obstacle_.data(),nearest_obstacle_.size(),SampleDataFormatEigenVector); - - // Set linear velocities. - sample->set_data_vector(t,gps::MOBILE_VELOCITIES_LINEAR,linear_velocities_.data(),linear_velocities_.size(),SampleDataFormatEigenVector); + // Set orientation. + sample->set_data_vector(t,gps::MOBILE_ORIENTATION,orientation_.data(),orientation_.size(),SampleDataFormatEigenVector); - // Set angular velocities. - sample->set_data_vector(t,gps::MOBILE_VELOCITIES_ANGULAR,angular_velocities_.data(),angular_velocities_.size(),SampleDataFormatEigenVector); + // Set linear velocities. + sample->set_data_vector(t,gps::MOBILE_VELOCITIES_LINEAR,linear_velocities_.data(),linear_velocities_.size(),SampleDataFormatEigenVector); - // Set range data. - sample->set_data_vector(t,gps::MOBILE_RANGE_SENSOR,range_data_.data(),range_data_.size(),SampleDataFormatEigenVector); -} + // Set angular velocities. + sample->set_data_vector(t,gps::MOBILE_VELOCITIES_ANGULAR,angular_velocities_.data(),angular_velocities_.size(),SampleDataFormatEigenVector); + } -geometry_msgs::Pose MobileRobotSensor::getCurrentRobotPose() -{ - geometry_msgs::Pose pose; - pose.position.x = position_[0]; - pose.position.y = position_[1]; - pose.position.z = position_[2]; + // Set nearest obstacle. + sample->set_data_vector(t,gps::POSITION_NEAREST_OBSTACLE,nearest_obstacle_.data(),nearest_obstacle_.size(),SampleDataFormatEigenVector); - pose.orientation.x = orientation_[0]; - pose.orientation.y = orientation_[1]; - pose.orientation.z = orientation_[2]; - pose.orientation.w = orientation_[3]; - return pose; + { + boost::mutex::scoped_lock lock(range_mutex_); + // Set range data. + sample->set_data_vector(t,gps::MOBILE_RANGE_SENSOR,range_data_.data(),range_data_.size(),SampleDataFormatEigenVector); + } } void MobileRobotSensor::update_data_vector(const nav_msgs::Odometry::ConstPtr& msg) { - // Update current robot pose and velocites - position_[0] = msg->pose.pose.position.x; - position_[1] = msg->pose.pose.position.y; - position_[2] = msg->pose.pose.position.z; - - orientation_[0] = msg->pose.pose.orientation.x; - orientation_[1] = msg->pose.pose.orientation.y; - orientation_[2] = msg->pose.pose.orientation.z; - orientation_[3] = msg->pose.pose.orientation.w; - - linear_velocities_[0] = msg->twist.twist.linear.x; - linear_velocities_[1] = msg->twist.twist.linear.y; - linear_velocities_[2] = msg->twist.twist.linear.z; - - angular_velocities_[0] = msg->twist.twist.angular.x; - angular_velocities_[1] = msg->twist.twist.angular.y; - angular_velocities_[2] = msg->twist.twist.angular.z; + { + boost::mutex::scoped_lock lock(odom_mutex_); + + // Update current robot pose and velocites + position_[0] = msg->pose.pose.position.x; + position_[1] = msg->pose.pose.position.y; + position_[2] = msg->pose.pose.position.z; + + orientation_[0] = msg->pose.pose.orientation.x; + orientation_[1] = msg->pose.pose.orientation.y; + orientation_[2] = msg->pose.pose.orientation.z; + orientation_[3] = msg->pose.pose.orientation.w; + + linear_velocities_[0] = msg->twist.twist.linear.x; + linear_velocities_[1] = msg->twist.twist.linear.y; + linear_velocities_[2] = msg->twist.twist.linear.z; + + angular_velocities_[0] = msg->twist.twist.angular.x; + angular_velocities_[1] = msg->twist.twist.angular.y; + angular_velocities_[2] = msg->twist.twist.angular.z; + + cur_pose_.position.x = position_[0]; + cur_pose_.position.y = position_[1]; + cur_pose_.position.z = position_[2]; + + cur_pose_.orientation.x = orientation_[0]; + cur_pose_.orientation.y = orientation_[1]; + cur_pose_.orientation.z = orientation_[2]; + cur_pose_.orientation.w = orientation_[3]; + } } void MobileRobotSensor::update_range_data(const sensor_msgs::LaserScan::ConstPtr& msg) { - for(int i=0; i < range_data_.size(); i++) { - range_data_[i] = msg->ranges[i]; + boost::mutex::scoped_lock lock(range_mutex_); + for(int i=0; i < range_data_.size(); i++) + { + range_data_[i] = msg->ranges[i]; + } + } +} } } From d7f270741d2feb7490a0e1530c400d1e5c276d67 Mon Sep 17 00:00:00 2001 From: thobotics Date: Tue, 27 Feb 2018 14:48:28 +0700 Subject: [PATCH 42/44] Agent turtlebot mpepc. --- .../hyperparams.py | 277 +++++++++++++++++ .../hyperparams.py | 277 +++++++++++++++++ .../Old/hyperparams.py | 279 ++++++++++++++++++ .../hyperparams.py | 259 ++++++++++++++++ python/gps/agent/config.py | 14 +- python/gps/agent/ros/agent_mpepc_turtlebot.py | 60 ++++ python/gps/agent/ros/agent_turtlebot.py | 4 +- python/gps/algorithm/cost/config.py | 12 + python/gps/algorithm/cost/cost_mpepc.py | 71 +++++ src/gps_agent_pkg/CMakeLists.txt | 12 +- .../include/gps_agent_pkg/mobilerobot.h | 2 +- .../include/gps_agent_pkg/mobilerobotsensor.h | 14 + .../include/gps_agent_pkg/mpepccontrollaw.h | 86 ++++++ .../include/gps_agent_pkg/mpepcmobilerobot.h | 38 +++ .../launch/mobilerobot_mpepc_gps.launch | 31 ++ src/gps_agent_pkg/manifest.xml | 2 + src/gps_agent_pkg/msg/EgoGoal.msg | 6 + .../param/global_costmap_params.yaml | 12 + .../param/global_planner_params.yaml | 20 ++ src/gps_agent_pkg/param/turtlebot.rviz | 81 ++++- src/gps_agent_pkg/src/controllaw_node.cpp | 159 ++++++++++ src/gps_agent_pkg/src/globalplanner_node.cpp | 79 +++++ src/gps_agent_pkg/src/mobilerobotsensor.cpp | 83 +++++- src/gps_agent_pkg/src/mpepccontrollaw.cpp | 192 ++++++++++++ src/gps_agent_pkg/src/mpepcmobilerobot.cpp | 67 +++++ .../src/mpepcmobilerobot_node.cpp | 37 +++ src/proto/gps.proto | 5 +- 27 files changed, 2157 insertions(+), 22 deletions(-) create mode 100644 experiments/turtlebot_hallway_pigps_example/hyperparams.py create mode 100644 experiments/turtlebot_mpepc_hallway_badmm_example/hyperparams.py create mode 100644 experiments/turtlebot_mpepc_hallway_pigps_example/Old/hyperparams.py create mode 100644 experiments/turtlebot_mpepc_hallway_pigps_example/hyperparams.py create mode 100644 python/gps/agent/ros/agent_mpepc_turtlebot.py create mode 100644 python/gps/algorithm/cost/cost_mpepc.py create mode 100644 src/gps_agent_pkg/include/gps_agent_pkg/mpepccontrollaw.h create mode 100644 src/gps_agent_pkg/include/gps_agent_pkg/mpepcmobilerobot.h create mode 100644 src/gps_agent_pkg/launch/mobilerobot_mpepc_gps.launch create mode 100644 src/gps_agent_pkg/msg/EgoGoal.msg create mode 100644 src/gps_agent_pkg/param/global_costmap_params.yaml create mode 100644 src/gps_agent_pkg/param/global_planner_params.yaml create mode 100644 src/gps_agent_pkg/src/controllaw_node.cpp create mode 100644 src/gps_agent_pkg/src/globalplanner_node.cpp create mode 100644 src/gps_agent_pkg/src/mpepccontrollaw.cpp create mode 100644 src/gps_agent_pkg/src/mpepcmobilerobot.cpp create mode 100644 src/gps_agent_pkg/src/mpepcmobilerobot_node.cpp diff --git a/experiments/turtlebot_hallway_pigps_example/hyperparams.py b/experiments/turtlebot_hallway_pigps_example/hyperparams.py new file mode 100644 index 000000000..56a49e49c --- /dev/null +++ b/experiments/turtlebot_hallway_pigps_example/hyperparams.py @@ -0,0 +1,277 @@ +""" Hyperparameters for PR2 trajectory optimization experiment. """ +from __future__ import division + +from datetime import datetime +import os.path + +import numpy as np + +from gps import __file__ as gps_filepath +from gps.agent.ros.agent_mpepc_turtlebot import AgentTurtlebot +from gps.algorithm.algorithm_pigps import AlgorithmPIGPS +from gps.algorithm.algorithm_pigps import AlgorithmMDGPS +from gps.algorithm.cost.cost_fk import CostFK +from gps.algorithm.cost.cost_action import CostAction +from gps.algorithm.cost.cost_state import CostState +from gps.algorithm.cost.cost_obstacles import CostObstacle +from gps.algorithm.cost.cost_sum import CostSum +from gps.algorithm.cost.cost_utils import RAMP_LINEAR, RAMP_FINAL_ONLY +from gps.algorithm.dynamics.dynamics_lr_prior import DynamicsLRPrior +from gps.algorithm.dynamics.dynamics_prior_gmm import DynamicsPriorGMM +from gps.algorithm.policy.policy_prior_gmm import PolicyPriorGMM +from gps.algorithm.traj_opt.traj_opt_pi2 import TrajOptPI2 +from gps.algorithm.policy_opt.policy_opt_caffe import PolicyOptCaffe +from gps.algorithm.policy.lin_gauss_init import init_lqr, init_pd +from gps.gui.target_setup_gui import load_pose_from_npz +from gps.proto.gps_pb2 import MOBILE_POSITION, MOBILE_ORIENTATION, \ + MOBILE_VELOCITIES_LINEAR, MOBILE_VELOCITIES_ANGULAR, ACTION, \ + POSITION_NEAREST_OBSTACLE, MOBILE_RANGE_SENSOR +from gps.utility.general_utils import get_ee_points +from gps.gui.config import generate_experiment_info + +SENSOR_DIMS = { + MOBILE_POSITION: 3, + MOBILE_ORIENTATION: 4, + MOBILE_VELOCITIES_LINEAR: 3, + MOBILE_VELOCITIES_ANGULAR: 3, + MOBILE_RANGE_SENSOR: 30, + ACTION: 3 +} + +BASE_DIR = '/'.join(str.split(gps_filepath, '/')[:-2]) +EXP_DIR = BASE_DIR + '/../experiments/turtlebot_hallway_pigps_example/' + +# NOTE: This is odom pose. +# Default is in one_stacle.world +odom_pose = [3.5, 10.3, 0.] +#odom_pose = [3.5, 11.25, 0.] # Test hallway bend +x0s = [] +reset_conditions = [] + +# NOTE: This is map pose (The order of quaternion also different). +map_state = [#np.array([5.5, 9.2, 0., # Position x, y, z + #1., 0., 0., 0., # Quaternion w, z, (x, y?) + #0., 0., 0., # Linear Velocities + #0., 0., 0.]), # Angular Velocities + np.array([3.5, 9.55, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), # Angular Velocities + np.array([3.5, 10.3, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), # Angular Velocities + np.array([3.5, 11.2, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), # Angular Velocities + #np.array([5.5, 11.5, 0., # Position x, y, z + #1., 0., 0., 0., # Quaternion w, z, (x, y?) + #0., 0., 0., # Linear Velocities + #0., 0., 0.]), # Angular Velocities + ] + +goal_conditions = [#np.array([5.5, 9.2, 0., # Position x, y, z + #1., 0., 0., 0., # Quaternion w, z, (x, y?) + #0., 0., 0., # Linear Velocities + #0., 0., 0.]), # Angular Velocities + np.array([27.5, 12.3, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), # Angular Velocities + np.array([27.5, 12.6, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), # Angular Velocities + np.array([27.5, 12.9, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), # Angular Velocities + #np.array([5.5, 11.5, 0., # Position x, y, z + #1., 0., 0., 0., # Quaternion w, z, (x, y?) + #0., 0., 0., # Linear Velocities + #0., 0., 0.]), # Angular Velocities +] + +# Test Hallway bend +''' +map_state = [np.array([8.5, 11.2, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), # Angular Velocities + ] +''' +common = { + 'experiment_name': 'my_experiment' + '_' + \ + datetime.strftime(datetime.now(), '%m-%d-%y_%H-%M'), + 'experiment_dir': EXP_DIR, + 'data_files_dir': EXP_DIR + 'data_files/', + 'target_filename': EXP_DIR + 'target.npz', + 'log_filename': EXP_DIR + 'log.txt', + 'conditions': len(map_state), + 'use_mpc': False, +} + +if not os.path.exists(common['data_files_dir']): + os.makedirs(common['data_files_dir']) + +for i in xrange(common['conditions']): + idx_pos = SENSOR_DIMS[MOBILE_POSITION] + idx_ori = SENSOR_DIMS[MOBILE_ORIENTATION] + + state = np.zeros(map_state[i].size) + state[:idx_pos] = map_state[i][:idx_pos] - odom_pose + + # odom state is independent to map state + state[idx_pos:idx_pos+idx_ori] = [0., 0., 0., 1.] + + x0s.append(state) + reset_conditions.append(map_state[i]) + +agent = { + 'type': AgentTurtlebot, + 'dt': 0.05, + 'conditions': common['conditions'], + 'T': 150, + 'x0': x0s, + 'use_mpc': common['use_mpc'], + 'M': 10, + 'reset_conditions': reset_conditions, + 'goal_conditions': goal_conditions, + 'sensor_dims': SENSOR_DIMS, + 'state_include': [MOBILE_POSITION, MOBILE_ORIENTATION, \ + MOBILE_VELOCITIES_LINEAR, MOBILE_VELOCITIES_ANGULAR], + 'obs_include': [MOBILE_RANGE_SENSOR, MOBILE_ORIENTATION, \ + MOBILE_VELOCITIES_LINEAR, MOBILE_VELOCITIES_ANGULAR], +} + +# algorithm = { +# 'type': AlgorithmBADMM, +# 'conditions': common['conditions'], +# 'iterations': 10, +# 'lg_step_schedule': np.array([1e-4, 1e-3, 1e-2, 1e-2]), +# 'policy_dual_rate': 0.2, +# 'ent_reg_schedule': np.array([1e-3, 1e-3, 1e-2, 1e-1]), +# 'fixed_lg_step': 3, +# 'kl_step': 5.0, +# 'min_step_mult': 0.01, +# 'max_step_mult': 1.0, +# 'sample_decrease_var': 0.05, +# 'sample_increase_var': 0.1, +# } + +algorithm = { + 'type': AlgorithmPIGPS, + 'conditions': common['conditions'], + 'policy_sample_mode': 'replace', + 'sample_on_policy': True, +} + +algorithm['init_traj_distr'] = { + 'type': init_pd, + 'init_var': 1.0, + 'pos_gains': 0.0, + 'dQ': SENSOR_DIMS[ACTION], + 'dt': agent['dt'], + 'T': agent['T'], +} + +algorithm['init_mpc'] = { + 'type': init_pd, + 'init_var': 5.0, + 'pos_gains': 0.0, + 'dQ': SENSOR_DIMS[ACTION], + 'dt': agent['dt'], + 'T': agent['M'], +} + + +action_cost = { + 'type': CostAction, + 'wu': np.ones(SENSOR_DIMS[ACTION])*5e-5 +} + +state_cost = { + 'type': CostState, + 'data_types' : { + MOBILE_ORIENTATION: { + 'wp': np.ones(SENSOR_DIMS[MOBILE_ORIENTATION])*100., + 'target_state': np.array([0., 0., 0., 1.]), + }, + MOBILE_VELOCITIES_LINEAR: { + 'wp': np.ones(SENSOR_DIMS[MOBILE_VELOCITIES_LINEAR])*100., + 'target_state': np.array([1.5, 0., 0.]), + }, + MOBILE_VELOCITIES_ANGULAR: { + 'wp': np.ones(SENSOR_DIMS[MOBILE_VELOCITIES_ANGULAR])*2.5, + 'target_state': np.array([0., 0., 0.]), + }, + }, +} + +obstacle_cost = { + 'type': CostObstacle, + 'obstacle_type' : POSITION_NEAREST_OBSTACLE, + 'position_type': MOBILE_POSITION, + 'wp': np.ones(SENSOR_DIMS[MOBILE_POSITION]), + 'd_safe': 1.0 +} + +algorithm['cost'] = { + 'type': CostSum, + 'costs': [action_cost, state_cost, obstacle_cost], + 'weights': [1.0, 1.0, 50.0], +} + + +algorithm['dynamics'] = { + 'type': DynamicsLRPrior, + 'regularization': 1e-6, + 'prior': { + 'type': DynamicsPriorGMM, + 'max_clusters': 20, + 'min_samples_per_cluster': 40, + 'max_samples': 20, + }, +} + +# algorithm['traj_opt'] = { +# 'type': TrajOptLQRPython, +# } + +algorithm['traj_opt'] = { + 'type': TrajOptPI2, + 'kl_threshold': 2.0, + 'covariance_damping': 2.0, + 'min_temperature': 0.001, +} + +algorithm['policy_opt'] = { + 'type': PolicyOptCaffe, + 'weights_file_prefix': EXP_DIR + 'policy', + 'iterations': 10000, + 'network_arch_params': { + 'n_layers': 2, + 'dim_hidden': [20], + }, +} + +algorithm['policy_prior'] = { + 'type': PolicyPriorGMM, + 'max_clusters': 20, + 'min_samples_per_cluster': 40, + 'max_samples': 20, +} + +config = { + 'iterations': 30, + 'num_samples': 20, + 'common': common, + 'verbose_trials': 0, + 'verbose_policy_trials': 1, + 'agent': agent, + 'gui_on': True, + 'algorithm': algorithm, +} + +common['info'] = generate_experiment_info(config) diff --git a/experiments/turtlebot_mpepc_hallway_badmm_example/hyperparams.py b/experiments/turtlebot_mpepc_hallway_badmm_example/hyperparams.py new file mode 100644 index 000000000..9df2771fd --- /dev/null +++ b/experiments/turtlebot_mpepc_hallway_badmm_example/hyperparams.py @@ -0,0 +1,277 @@ +""" Hyperparameters for PR2 trajectory optimization experiment. """ +from __future__ import division + +from datetime import datetime +import os.path + +import numpy as np + +from gps import __file__ as gps_filepath +from gps.agent.ros.agent_mpepc_turtlebot import AgentMPEPCTurtlebot +from gps.algorithm.algorithm_badmm import AlgorithmBADMM +from gps.algorithm.cost.cost_fk import CostFK +from gps.algorithm.cost.cost_action import CostAction +from gps.algorithm.cost.cost_state import CostState +from gps.algorithm.cost.cost_obstacles import CostObstacle +from gps.algorithm.cost.cost_sum import CostSum +from gps.algorithm.cost.cost_utils import RAMP_LINEAR, RAMP_FINAL_ONLY +from gps.algorithm.dynamics.dynamics_lr_prior import DynamicsLRPrior +from gps.algorithm.dynamics.dynamics_prior_gmm import DynamicsPriorGMM +from gps.algorithm.policy.policy_prior_gmm import PolicyPriorGMM +from gps.algorithm.traj_opt.traj_opt_pi2 import TrajOptPI2 +from gps.algorithm.traj_opt.traj_opt_lqr_python import TrajOptLQRPython +from gps.algorithm.policy_opt.policy_opt_caffe import PolicyOptCaffe +from gps.algorithm.policy.lin_gauss_init import init_lqr, init_pd +from gps.gui.target_setup_gui import load_pose_from_npz +from gps.proto.gps_pb2 import MOBILE_POSITION, MOBILE_ORIENTATION, \ + MOBILE_VELOCITIES_LINEAR, MOBILE_VELOCITIES_ANGULAR, ACTION, \ + POSITION_NEAREST_OBSTACLE, POTENTIAL_SCORE, MOBILE_RANGE_SENSOR +from gps.utility.general_utils import get_ee_points +from gps.gui.config import generate_experiment_info + +SENSOR_DIMS = { + MOBILE_POSITION: 3, + MOBILE_ORIENTATION: 4, + MOBILE_VELOCITIES_LINEAR: 3, + MOBILE_VELOCITIES_ANGULAR: 3, + MOBILE_RANGE_SENSOR: 30, + ACTION: 4 +} + +BASE_DIR = '/'.join(str.split(gps_filepath, '/')[:-2]) +EXP_DIR = BASE_DIR + '/../experiments/turtlebot_mpepc_hallway_badmm_example/' + +# NOTE: This is odom pose. +# Default is in one_stacle.world +odom_pose = [3.5, 10.3, 0.] +#odom_pose = [3.5, 11.25, 0.] # Test hallway bend +x0s = [] +reset_conditions = [] + +# NOTE: This is map pose (The order of quaternion also different). +map_state = [#np.array([5.5, 9.2, 0., # Position x, y, z + #1., 0., 0., 0., # Quaternion w, z, (x, y?) + #0., 0., 0., # Linear Velocities + #0., 0., 0.]), # Angular Velocities + np.array([3.5, 9.55, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), # Angular Velocities + np.array([3.5, 10.3, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), # Angular Velocities + np.array([3.5, 11.2, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), # Angular Velocities + #np.array([5.5, 11.5, 0., # Position x, y, z + #1., 0., 0., 0., # Quaternion w, z, (x, y?) + #0., 0., 0., # Linear Velocities + #0., 0., 0.]), # Angular Velocities + ] + +goal_conditions = [#np.array([5.5, 9.2, 0., # Position x, y, z + #1., 0., 0., 0., # Quaternion w, z, (x, y?) + #0., 0., 0., # Linear Velocities + #0., 0., 0.]), # Angular Velocities + np.array([27.5, 12.3, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), # Angular Velocities + np.array([27.5, 12.6, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), # Angular Velocities + np.array([27.5, 12.9, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), # Angular Velocities + #np.array([5.5, 11.5, 0., # Position x, y, z + #1., 0., 0., 0., # Quaternion w, z, (x, y?) + #0., 0., 0., # Linear Velocities + #0., 0., 0.]), # Angular Velocities +] + +# Test Hallway bend +''' +map_state = [np.array([8.5, 11.2, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), # Angular Velocities + ] +''' +common = { + 'experiment_name': 'my_experiment' + '_' + \ + datetime.strftime(datetime.now(), '%m-%d-%y_%H-%M'), + 'experiment_dir': EXP_DIR, + 'data_files_dir': EXP_DIR + 'data_files/', + 'target_filename': EXP_DIR + 'target.npz', + 'log_filename': EXP_DIR + 'log.txt', + 'conditions': len(map_state), + 'use_mpc': False, +} + +if not os.path.exists(common['data_files_dir']): + os.makedirs(common['data_files_dir']) + +for i in xrange(common['conditions']): + idx_pos = SENSOR_DIMS[MOBILE_POSITION] + idx_ori = SENSOR_DIMS[MOBILE_ORIENTATION] + + state = np.zeros(map_state[i].size) + state[:idx_pos] = map_state[i][:idx_pos] - odom_pose + + # odom state is independent to map state + state[idx_pos:idx_pos+idx_ori] = [0., 0., 0., 1.] + + x0s.append(state) + reset_conditions.append(map_state[i]) + +agent = { + 'type': AgentMPEPCTurtlebot, + 'dt': 0.05, + 'conditions': common['conditions'], + 'T': 150, + 'x0': x0s, + 'use_mpc': common['use_mpc'], + 'M': 10, + 'reset_conditions': reset_conditions, + 'goal_conditions': goal_conditions, + 'sensor_dims': SENSOR_DIMS, + 'state_include': [MOBILE_POSITION, MOBILE_ORIENTATION, \ + MOBILE_VELOCITIES_LINEAR, MOBILE_VELOCITIES_ANGULAR], + 'obs_include': [MOBILE_RANGE_SENSOR, MOBILE_ORIENTATION, \ + MOBILE_VELOCITIES_LINEAR, MOBILE_VELOCITIES_ANGULAR], +} + +algorithm = { + 'type': AlgorithmBADMM, + 'conditions': common['conditions'], + 'iterations': 10, + 'lg_step_schedule': np.array([1e-4, 1e-3, 1e-2, 1e-2]), + 'policy_dual_rate': 0.2, + 'ent_reg_schedule': np.array([1e-3, 1e-3, 1e-2, 1e-1]), + 'fixed_lg_step': 3, + 'kl_step': 5.0, + 'min_step_mult': 0.01, + 'max_step_mult': 1.0, + 'sample_decrease_var': 0.05, + 'sample_increase_var': 0.1, +} + +# algorithm = { +# 'type': AlgorithmPIGPS, +# 'conditions': common['conditions'], +# 'policy_sample_mode': 'replace', +# 'sample_on_policy': True, +# } + +algorithm['init_traj_distr'] = { + 'type': init_pd, + 'init_var': 1.0, + 'pos_gains': 0.0, + 'dQ': SENSOR_DIMS[ACTION], + 'dt': agent['dt'], + 'T': agent['T'], +} + +algorithm['init_mpc'] = { + 'type': init_pd, + 'init_var': 5.0, + 'pos_gains': 0.0, + 'dQ': SENSOR_DIMS[ACTION], + 'dt': agent['dt'], + 'T': agent['M'], +} + + +action_cost = { + 'type': CostAction, + 'wu': np.ones(SENSOR_DIMS[ACTION])*5e-5 +} + +state_cost = { + 'type': CostState, + 'data_types' : { + MOBILE_ORIENTATION: { + 'wp': np.ones(SENSOR_DIMS[MOBILE_ORIENTATION])*100., + 'target_state': np.array([0., 0., 0., 1.]), + }, + MOBILE_VELOCITIES_LINEAR: { + 'wp': np.ones(SENSOR_DIMS[MOBILE_VELOCITIES_LINEAR])*100., + 'target_state': np.array([1.5, 0., 0.]), + }, + MOBILE_VELOCITIES_ANGULAR: { + 'wp': np.ones(SENSOR_DIMS[MOBILE_VELOCITIES_ANGULAR])*2.5, + 'target_state': np.array([0., 0., 0.]), + }, + }, +} + +obstacle_cost = { + 'type': CostObstacle, + 'obstacle_type' : POSITION_NEAREST_OBSTACLE, + 'position_type': MOBILE_POSITION, + 'wp': np.ones(SENSOR_DIMS[MOBILE_POSITION]), + 'd_safe': 1.0 +} + +algorithm['cost'] = { + 'type': CostSum, + 'costs': [action_cost, state_cost, obstacle_cost], + 'weights': [1.0, 1.0, 50.0], +} + + +algorithm['dynamics'] = { + 'type': DynamicsLRPrior, + 'regularization': 1e-6, + 'prior': { + 'type': DynamicsPriorGMM, + 'max_clusters': 20, + 'min_samples_per_cluster': 40, + 'max_samples': 20, + }, +} + +algorithm['traj_opt'] = { + 'type': TrajOptLQRPython, +} + +# algorithm['traj_opt'] = { +# 'type': TrajOptPI2, +# 'kl_threshold': 2.0, +# 'covariance_damping': 2.0, +# 'min_temperature': 0.001, +# } + +algorithm['policy_opt'] = { + 'type': PolicyOptCaffe, + 'weights_file_prefix': EXP_DIR + 'policy', + 'iterations': 10000, + 'network_arch_params': { + 'n_layers': 2, + 'dim_hidden': [20], + }, +} + +algorithm['policy_prior'] = { + 'type': PolicyPriorGMM, + 'max_clusters': 20, + 'min_samples_per_cluster': 40, + 'max_samples': 20, +} + +config = { + 'iterations': 10, + 'num_samples': 5, + 'common': common, + 'verbose_trials': 0, + 'verbose_policy_trials': 1, + 'agent': agent, + 'gui_on': True, + 'algorithm': algorithm, +} + +common['info'] = generate_experiment_info(config) diff --git a/experiments/turtlebot_mpepc_hallway_pigps_example/Old/hyperparams.py b/experiments/turtlebot_mpepc_hallway_pigps_example/Old/hyperparams.py new file mode 100644 index 000000000..c99b6d9ca --- /dev/null +++ b/experiments/turtlebot_mpepc_hallway_pigps_example/Old/hyperparams.py @@ -0,0 +1,279 @@ +""" Hyperparameters for PR2 trajectory optimization experiment. """ +from __future__ import division + +from datetime import datetime +import os.path + +import numpy as np + +from gps import __file__ as gps_filepath +from gps.agent.ros.agent_mpepc_turtlebot import AgentMPEPCTurtlebot +from gps.algorithm.algorithm_pigps import AlgorithmPIGPS +from gps.algorithm.algorithm_pigps import AlgorithmMDGPS +from gps.algorithm.cost.cost_fk import CostFK +from gps.algorithm.cost.cost_action import CostAction +from gps.algorithm.cost.cost_state import CostState +from gps.algorithm.cost.cost_obstacles import CostObstacle +from gps.algorithm.cost.cost_mpepc import CostMPEPC +from gps.algorithm.cost.cost_sum import CostSum +from gps.algorithm.cost.cost_utils import RAMP_LINEAR, RAMP_FINAL_ONLY +from gps.algorithm.dynamics.dynamics_lr_prior import DynamicsLRPrior +from gps.algorithm.dynamics.dynamics_prior_gmm import DynamicsPriorGMM +from gps.algorithm.policy.policy_prior_gmm import PolicyPriorGMM +from gps.algorithm.traj_opt.traj_opt_pi2 import TrajOptPI2 +from gps.algorithm.policy_opt.policy_opt_caffe import PolicyOptCaffe +from gps.algorithm.policy.lin_gauss_init import init_lqr, init_pd +from gps.gui.target_setup_gui import load_pose_from_npz +from gps.proto.gps_pb2 import MOBILE_POSITION, MOBILE_ORIENTATION, \ + MOBILE_VELOCITIES_LINEAR, MOBILE_VELOCITIES_ANGULAR, ACTION, \ + POSITION_NEAREST_OBSTACLE, POTENTIAL_SCORE, MOBILE_RANGE_SENSOR +from gps.utility.general_utils import get_ee_points +from gps.gui.config import generate_experiment_info + +SENSOR_DIMS = { + MOBILE_POSITION: 3, + MOBILE_ORIENTATION: 4, + MOBILE_VELOCITIES_LINEAR: 3, + MOBILE_VELOCITIES_ANGULAR: 3, + MOBILE_RANGE_SENSOR: 30, + ACTION: 4 +} + +BASE_DIR = '/'.join(str.split(gps_filepath, '/')[:-2]) +EXP_DIR = BASE_DIR + '/../experiments/turtlebot_mpepc_hallway_pigps_example/' + +# NOTE: This is odom pose. +# Default is in one_stacle.world +odom_pose = [3.5, 10.3, 0.] +#odom_pose = [3.5, 11.25, 0.] # Test hallway bend +x0s = [] +reset_conditions = [] + +# NOTE: This is map pose (The order of quaternion also different). +map_state = [#np.array([5.5, 9.2, 0., # Position x, y, z + #1., 0., 0., 0., # Quaternion w, z, (x, y?) + #0., 0., 0., # Linear Velocities + #0., 0., 0.]), # Angular Velocities + np.array([3.5, 9.55, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), # Angular Velocities + np.array([3.5, 10.3, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), # Angular Velocities + np.array([3.5, 11.2, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), # Angular Velocities + #np.array([5.5, 11.5, 0., # Position x, y, z + #1., 0., 0., 0., # Quaternion w, z, (x, y?) + #0., 0., 0., # Linear Velocities + #0., 0., 0.]), # Angular Velocities + ] + +goal_conditions = [#np.array([5.5, 9.2, 0., # Position x, y, z + #1., 0., 0., 0., # Quaternion w, z, (x, y?) + #0., 0., 0., # Linear Velocities + #0., 0., 0.]), # Angular Velocities + np.array([27.5, 12.3, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), # Angular Velocities + np.array([27.5, 12.6, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), # Angular Velocities + np.array([27.5, 12.9, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), # Angular Velocities + #np.array([5.5, 11.5, 0., # Position x, y, z + #1., 0., 0., 0., # Quaternion w, z, (x, y?) + #0., 0., 0., # Linear Velocities + #0., 0., 0.]), # Angular Velocities +] + +# Test Hallway bend +''' +map_state = [np.array([8.5, 11.2, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), # Angular Velocities + ] +''' +common = { + 'experiment_name': 'my_experiment' + '_' + \ + datetime.strftime(datetime.now(), '%m-%d-%y_%H-%M'), + 'experiment_dir': EXP_DIR, + 'data_files_dir': EXP_DIR + 'data_files/', + 'target_filename': EXP_DIR + 'target.npz', + 'log_filename': EXP_DIR + 'log.txt', + 'conditions': len(map_state), + 'use_mpc': False, +} + +if not os.path.exists(common['data_files_dir']): + os.makedirs(common['data_files_dir']) + +for i in xrange(common['conditions']): + idx_pos = SENSOR_DIMS[MOBILE_POSITION] + idx_ori = SENSOR_DIMS[MOBILE_ORIENTATION] + + state = np.zeros(map_state[i].size) + state[:idx_pos] = map_state[i][:idx_pos] - odom_pose + + # odom state is independent to map state + state[idx_pos:idx_pos+idx_ori] = [0., 0., 0., 1.] + + x0s.append(state) + reset_conditions.append(map_state[i]) + +agent = { + 'type': AgentMPEPCTurtlebot, + 'dt': 0.05, + 'conditions': common['conditions'], + 'T': 150, + 'x0': x0s, + 'use_mpc': common['use_mpc'], + 'M': 10, + 'reset_conditions': reset_conditions, + 'goal_conditions': goal_conditions, + 'sensor_dims': SENSOR_DIMS, + 'state_include': [MOBILE_POSITION, MOBILE_ORIENTATION, \ + MOBILE_VELOCITIES_LINEAR, MOBILE_VELOCITIES_ANGULAR], + 'obs_include': [MOBILE_RANGE_SENSOR, MOBILE_ORIENTATION, \ + MOBILE_VELOCITIES_LINEAR, MOBILE_VELOCITIES_ANGULAR], +} + +algorithm = { + 'type': AlgorithmPIGPS, + 'conditions': common['conditions'], + 'policy_sample_mode': 'replace', + 'sample_on_policy': True, +} + +algorithm['init_traj_distr'] = { + 'type': init_pd, + 'init_var': 1.0, + 'pos_gains': 0.0, + 'dQ': SENSOR_DIMS[ACTION], + 'dt': agent['dt'], + 'T': agent['T'], +} + +algorithm['init_mpc'] = { + 'type': init_pd, + 'init_var': 5.0, + 'pos_gains': 0.0, + 'dQ': SENSOR_DIMS[ACTION], + 'dt': agent['dt'], + 'T': agent['M'], +} + + +action_cost = { + 'type': CostAction, + 'wu': np.ones(SENSOR_DIMS[ACTION])*5e-5 +} + +state_cost = { + 'type': CostState, + 'data_types' : { + MOBILE_ORIENTATION: { + 'wp': np.ones(SENSOR_DIMS[MOBILE_ORIENTATION])*100., + 'target_state': np.array([0., 0., 0., 1.]), + }, + MOBILE_VELOCITIES_LINEAR: { + 'wp': np.ones(SENSOR_DIMS[MOBILE_VELOCITIES_LINEAR])*10., + 'target_state': np.array([1.0, 0., 0.]), + }, + MOBILE_VELOCITIES_ANGULAR: { + 'wp': np.ones(SENSOR_DIMS[MOBILE_VELOCITIES_ANGULAR])*2.5, + 'target_state': np.array([0., 0., 0.]), + }, + }, +} +# +# obstacle_cost = { +# 'type': CostObstacle, +# 'obstacle_type' : POSITION_NEAREST_OBSTACLE, +# 'position_type': MOBILE_POSITION, +# 'wp': np.ones(SENSOR_DIMS[MOBILE_POSITION]), +# 'd_safe': 1.0 +# } +# +# algorithm['cost'] = { +# 'type': CostSum, +# 'costs': [action_cost, state_cost, obstacle_cost], +# 'weights': [1.0, 1.0, 50.0], +# } + +mpepc_cost = { + 'type': CostMPEPC, + 'obstacle_type' : POSITION_NEAREST_OBSTACLE, + 'position_type': MOBILE_POSITION, + 'potential_type' : POTENTIAL_SCORE, + 'wp': np.ones(SENSOR_DIMS[MOBILE_POSITION]), + 'wp_col' : 10.0, + 'wp_nf' : 1.0, + 'sigma_square': 0.4, +} + +algorithm['cost'] = { + 'type': CostSum, + 'costs': [action_cost, state_cost, mpepc_cost], + 'weights': [1.0, 1.0, 1.0], +} + +algorithm['dynamics'] = { + 'type': DynamicsLRPrior, + 'regularization': 1e-6, + 'prior': { + 'type': DynamicsPriorGMM, + 'max_clusters': 20, + 'min_samples_per_cluster': 40, + 'max_samples': 20, + }, +} + +# algorithm['traj_opt'] = { +# 'type': TrajOptLQRPython, +# } + +algorithm['traj_opt'] = { + 'type': TrajOptPI2, + 'kl_threshold': 2.0, + 'covariance_damping': 2.0, + 'min_temperature': 0.001, +} + +algorithm['policy_opt'] = { + 'type': PolicyOptCaffe, + 'weights_file_prefix': EXP_DIR + 'policy', + 'iterations': 10000, + 'network_arch_params': { + 'n_layers': 2, + 'dim_hidden': [20], + }, +} + +algorithm['policy_prior'] = { + 'type': PolicyPriorGMM, + 'max_clusters': 20, + 'min_samples_per_cluster': 40, + 'max_samples': 20, +} + +config = { + 'iterations': 30, + 'num_samples': 20, + 'common': common, + 'verbose_trials': 0, + 'verbose_policy_trials': 1, + 'agent': agent, + 'gui_on': True, + 'algorithm': algorithm, +} + +common['info'] = generate_experiment_info(config) diff --git a/experiments/turtlebot_mpepc_hallway_pigps_example/hyperparams.py b/experiments/turtlebot_mpepc_hallway_pigps_example/hyperparams.py new file mode 100644 index 000000000..d6ad651a8 --- /dev/null +++ b/experiments/turtlebot_mpepc_hallway_pigps_example/hyperparams.py @@ -0,0 +1,259 @@ +""" Hyperparameters for PR2 trajectory optimization experiment. """ +from __future__ import division + +from datetime import datetime +import os.path + +import numpy as np + +from gps import __file__ as gps_filepath +from gps.agent.ros.agent_mpepc_turtlebot import AgentMPEPCTurtlebot +from gps.algorithm.algorithm_pigps import AlgorithmPIGPS +from gps.algorithm.algorithm_pigps import AlgorithmMDGPS +from gps.algorithm.cost.cost_fk import CostFK +from gps.algorithm.cost.cost_action import CostAction +from gps.algorithm.cost.cost_state import CostState +from gps.algorithm.cost.cost_obstacles import CostObstacle +from gps.algorithm.cost.cost_mpepc import CostMPEPC +from gps.algorithm.cost.cost_sum import CostSum +from gps.algorithm.cost.cost_utils import RAMP_LINEAR, RAMP_FINAL_ONLY +from gps.algorithm.dynamics.dynamics_lr_prior import DynamicsLRPrior +from gps.algorithm.dynamics.dynamics_prior_gmm import DynamicsPriorGMM +from gps.algorithm.policy.policy_prior_gmm import PolicyPriorGMM +from gps.algorithm.traj_opt.traj_opt_pi2 import TrajOptPI2 +from gps.algorithm.policy_opt.policy_opt_caffe import PolicyOptCaffe +from gps.algorithm.policy.lin_gauss_init import init_lqr, init_pd +from gps.gui.target_setup_gui import load_pose_from_npz +from gps.proto.gps_pb2 import MOBILE_POSITION, MOBILE_ORIENTATION, \ + MOBILE_VELOCITIES_LINEAR, MOBILE_VELOCITIES_ANGULAR, ACTION, \ + POSITION_NEAREST_OBSTACLE, POTENTIAL_SCORE, MOBILE_RANGE_SENSOR +from gps.utility.general_utils import get_ee_points +from gps.gui.config import generate_experiment_info + +SENSOR_DIMS = { + MOBILE_POSITION: 3, + MOBILE_ORIENTATION: 4, + MOBILE_VELOCITIES_LINEAR: 3, + MOBILE_VELOCITIES_ANGULAR: 3, + MOBILE_RANGE_SENSOR: 30, + ACTION: 4 +} + +BASE_DIR = '/'.join(str.split(gps_filepath, '/')[:-2]) +EXP_DIR = BASE_DIR + '/../experiments/turtlebot_mpepc_hallway_pigps_example/' + +# NOTE: This is odom pose. +# Default is in one_stacle.world +odom_pose = [3.5, 10.3, 0.] +#odom_pose = [3.5, 11.25, 0.] # Test hallway bend +x0s = [] +reset_conditions = [] + +# NOTE: This is map pose (The order of quaternion also different). +map_state = [ + # np.array([9.5, 9.55, 0., # Position x, y, z + # 1., 0., 0., 0., # Quaternion w, z, (x, y?) + # 0., 0., 0., # Linear Velocities + # 0., 0., 0.]), # Angular Velocities + np.array([9.5, 10.3, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), # Angular Velocities + # np.array([9.5, 11.2, 0., # Position x, y, z + # 1., 0., 0., 0., # Quaternion w, z, (x, y?) + # 0., 0., 0., # Linear Velocities + # 0., 0., 0.]), # Angular Velocities + ] + +goal_conditions = [ + # np.array([27.5, 12.3, 0., # Position x, y, z + # 1., 0., 0., 0., # Quaternion w, z, (x, y?) + # 0., 0., 0., # Linear Velocities + # 0., 0., 0.]), # Angular Velocities + np.array([27.5, 12.6, 0., # Position x, y, z + 1., 0., 0., 0., # Quaternion w, z, (x, y?) + 0., 0., 0., # Linear Velocities + 0., 0., 0.]), # Angular Velocities + # np.array([27.5, 12.9, 0., # Position x, y, z + # 1., 0., 0., 0., # Quaternion w, z, (x, y?) + # 0., 0., 0., # Linear Velocities + # 0., 0., 0.]), # Angular Velocities +] + +common = { + 'experiment_name': 'my_experiment' + '_' + \ + datetime.strftime(datetime.now(), '%m-%d-%y_%H-%M'), + 'experiment_dir': EXP_DIR, + 'data_files_dir': EXP_DIR + 'data_files/', + 'target_filename': EXP_DIR + 'target.npz', + 'log_filename': EXP_DIR + 'log.txt', + 'conditions': len(map_state), + 'use_mpc': False, +} + +if not os.path.exists(common['data_files_dir']): + os.makedirs(common['data_files_dir']) + +for i in xrange(common['conditions']): + idx_pos = SENSOR_DIMS[MOBILE_POSITION] + idx_ori = SENSOR_DIMS[MOBILE_ORIENTATION] + + state = np.zeros(map_state[i].size) + state[:idx_pos] = map_state[i][:idx_pos] - odom_pose + + # odom state is independent to map state + state[idx_pos:idx_pos+idx_ori] = [0., 0., 0., 1.] + + x0s.append(state) + reset_conditions.append(map_state[i]) + +agent = { + 'type': AgentMPEPCTurtlebot, + 'dt': 0.05, + 'conditions': common['conditions'], + 'T': 100, + 'x0': x0s, + 'use_mpc': common['use_mpc'], + 'M': 10, + 'reset_conditions': reset_conditions, + 'goal_conditions': goal_conditions, + 'sensor_dims': SENSOR_DIMS, + 'state_include': [MOBILE_POSITION, MOBILE_ORIENTATION, \ + MOBILE_VELOCITIES_LINEAR, MOBILE_VELOCITIES_ANGULAR], + # 'obs_include': [MOBILE_POSITION, MOBILE_ORIENTATION, \ + # MOBILE_VELOCITIES_LINEAR, MOBILE_VELOCITIES_ANGULAR], + 'obs_include': [MOBILE_RANGE_SENSOR, MOBILE_ORIENTATION, \ + MOBILE_VELOCITIES_LINEAR, MOBILE_VELOCITIES_ANGULAR], +} + +algorithm = { + 'type': AlgorithmPIGPS, + 'conditions': common['conditions'], + 'policy_sample_mode': 'replace', + 'sample_on_policy': True, +} + +algorithm['init_traj_distr'] = { + 'type': init_pd, + 'init_var': 1.0, + 'pos_gains': 0.0, + 'dQ': SENSOR_DIMS[ACTION], + 'dt': agent['dt'], + 'T': agent['T'], +} + +algorithm['init_mpc'] = { + 'type': init_pd, + 'init_var': 5.0, + 'pos_gains': 0.0, + 'dQ': SENSOR_DIMS[ACTION], + 'dt': agent['dt'], + 'T': agent['M'], +} + + +action_cost = { + 'type': CostAction, + 'wu': np.ones(SENSOR_DIMS[ACTION])*5e-5 +} + +state_cost = { + 'type': CostState, + 'data_types' : { + # MOBILE_ORIENTATION: { + # 'wp': np.ones(SENSOR_DIMS[MOBILE_ORIENTATION])*100., + # 'target_state': np.array([0., 0., 0., 1.]), + # }, + MOBILE_VELOCITIES_LINEAR: { + 'wp': np.ones(SENSOR_DIMS[MOBILE_VELOCITIES_LINEAR])*100., + 'target_state': np.array([1.0, 0., 0.]), + }, + MOBILE_VELOCITIES_ANGULAR: { + 'wp': np.ones(SENSOR_DIMS[MOBILE_VELOCITIES_ANGULAR])*2.5, + 'target_state': np.array([0., 0., 0.]), + }, + }, +} + +# obstacle_cost = { +# 'type': CostObstacle, +# 'obstacle_type' : POSITION_NEAREST_OBSTACLE, +# 'position_type': MOBILE_POSITION, +# 'wp': np.ones(SENSOR_DIMS[MOBILE_POSITION]), +# 'd_safe': 1.0 +# } +# +# algorithm['cost'] = { +# 'type': CostSum, +# 'costs': [action_cost, state_cost, obstacle_cost], +# 'weights': [1.0, 1.0, 50.0], +# } + +mpepc_cost = { + 'type': CostMPEPC, + 'obstacle_type' : POSITION_NEAREST_OBSTACLE, + 'position_type': MOBILE_POSITION, + 'potential_type' : POTENTIAL_SCORE, + 'wp': np.ones(SENSOR_DIMS[MOBILE_POSITION]), + 'wp_col' : 30.0, + 'wp_nf' : 100.0, + 'sigma_square': 0.2, +} + +algorithm['cost'] = { + 'type': CostSum, + 'costs': [action_cost, state_cost, mpepc_cost], + 'weights': [1.0, 1.0, 1.0], +} + +algorithm['dynamics'] = { + 'type': DynamicsLRPrior, + 'regularization': 1e-6, + 'prior': { + 'type': DynamicsPriorGMM, + 'max_clusters': 20, + 'min_samples_per_cluster': 40, + 'max_samples': 20, + }, +} + +# algorithm['traj_opt'] = { +# 'type': TrajOptLQRPython, +# } + +algorithm['traj_opt'] = { + 'type': TrajOptPI2, + 'kl_threshold': 2.0, + 'covariance_damping': 1.0, + 'min_temperature': 0.001, +} + +algorithm['policy_opt'] = { + 'type': PolicyOptCaffe, + 'weights_file_prefix': EXP_DIR + 'policy', + 'iterations': 10000, + 'network_arch_params': { + 'n_layers': 2, + 'dim_hidden': [20], + }, +} + +algorithm['policy_prior'] = { + 'type': PolicyPriorGMM, + 'max_clusters': 20, + 'min_samples_per_cluster': 40, + 'max_samples': 20, +} + +config = { + 'iterations': 30, + 'num_samples': 20, + 'common': common, + 'verbose_trials': 0, + 'verbose_policy_trials': 1, + 'agent': agent, + 'gui_on': True, + 'algorithm': algorithm, +} + +common['info'] = generate_experiment_info(config) diff --git a/python/gps/agent/config.py b/python/gps/agent/config.py index bf62af476..afa318839 100755 --- a/python/gps/agent/config.py +++ b/python/gps/agent/config.py @@ -55,7 +55,7 @@ 300.0, 0.0, 2.0, 2.0 ]), } - + AGENT_TURTLEBOT = { #TODO: Check is needed to change these name ? 'trial_command_topic': 'gps_controller_trial_command', @@ -67,6 +67,18 @@ # trial and auxiliary arms. 'frequency': 20, } + + AGENT_MPEPEC_TURTLEBOT = { + #TODO: Check is needed to change these name ? + 'trial_command_topic': 'gps_controller_trial_command', + 'reset_command_topic': 'gps_controller_navigation_command', + 'data_request_topic': 'gps_controller_data_request', + 'sample_result_topic': 'gps_controller_report', + 'trial_timeout': 20, # Give this many seconds for a trial. + 'reset_conditions': [], # Defines reset modes + positions for + # trial and auxiliary arms. + 'frequency': 20, + } except ImportError as e: AGENT_ROS = {} LOGGER.debug('No ROS enabled: %s', e) diff --git a/python/gps/agent/ros/agent_mpepc_turtlebot.py b/python/gps/agent/ros/agent_mpepc_turtlebot.py new file mode 100644 index 000000000..78faaaf28 --- /dev/null +++ b/python/gps/agent/ros/agent_mpepc_turtlebot.py @@ -0,0 +1,60 @@ +''' +Created on Mar 3, 2017 + +@author: thobotics +''' +import copy +import time +import numpy as np + +import rospy + +from gps.agent.ros.agent_turtlebot import AgentTurtlebot +from gps.agent.agent_utils import generate_noise, setup +from gps.agent.config import AGENT_MPEPEC_TURTLEBOT +from geometry_msgs.msg import PoseArray, Pose, PoseStamped +from __builtin__ import raw_input + + +class AgentMPEPCTurtlebot(AgentTurtlebot): + """ + All communication between the algorithms and ROS is done through + this class. + """ + def __init__(self, hyperparams, init_node=True): + """ + Initialize agent. + Args: + hyperparams: Dictionary of hyperparameters. + init_node: Whether or not to initialize a new ROS node. + """ + config = copy.deepcopy(AGENT_MPEPEC_TURTLEBOT) + config.update(hyperparams) + AgentTurtlebot.__init__(self, config) + + def _init_pubs_and_subs(self): + AgentTurtlebot._init_pubs_and_subs(self) + self._global_goal = rospy.Publisher("global_goal", PoseStamped) + + def reset(self, condition): + """ + Reset the agent for a particular experiment condition. + Args: + condition: An index into hyperparams['goal_conditions']. + """ + AgentTurtlebot.reset(self, condition) + + # Publish global plan + pose = PoseStamped() + pose.header.stamp = rospy.Time.now() + pose.header.frame_id = "/map" + + condition_data = self._hyperparams['goal_conditions'][condition] + pose.pose.position.x = condition_data[0] + pose.pose.position.y = condition_data[1] + pose.pose.position.z = condition_data[2] + pose.pose.orientation.x = condition_data[3] + pose.pose.orientation.y = condition_data[4] + pose.pose.orientation.z = condition_data[5] + pose.pose.orientation.w = condition_data[6] + self._global_goal.publish(pose) diff --git a/python/gps/agent/ros/agent_turtlebot.py b/python/gps/agent/ros/agent_turtlebot.py index e8afe03e5..71880bb67 100644 --- a/python/gps/agent/ros/agent_turtlebot.py +++ b/python/gps/agent/ros/agent_turtlebot.py @@ -117,8 +117,8 @@ def sample(self, policy, condition, reset=True, verbose=True, save=True, noisy=T noise = generate_noise(self.T, self.dU, self._hyperparams) else: noise = np.zeros((self.T, self.dU)) - noise = noise*0.01 - + # noise = noise*0.01 + # Execute trial. trial_command = TrialCommand() trial_command.id = self._get_next_seq_id() diff --git a/python/gps/algorithm/cost/config.py b/python/gps/algorithm/cost/config.py index 3948913b6..f857921fd 100644 --- a/python/gps/algorithm/cost/config.py +++ b/python/gps/algorithm/cost/config.py @@ -46,6 +46,18 @@ 'd_safe': 0.4, } +COST_MPEPC = { + 'ramp_option': RAMP_CONSTANT, # How target cost ramps over time. + 'wp_final_multiplier': 1.0, # Weight multiplier on final time step. + 'wp': None, + 'wp_col': None, + 'wp_nf': None, + 'sigma_square': 0.1, + 'obstacle_type': None, + 'position_type': None, + 'potential_type': None, +} + # CostBinaryRegion COST_BINARY_REGION = { 'ramp_option': RAMP_CONSTANT, # How target cost ramps over time. diff --git a/python/gps/algorithm/cost/cost_mpepc.py b/python/gps/algorithm/cost/cost_mpepc.py new file mode 100644 index 000000000..6ae4d8114 --- /dev/null +++ b/python/gps/algorithm/cost/cost_mpepc.py @@ -0,0 +1,71 @@ +import copy + +import numpy as np +import math +from gps.algorithm.cost.config import COST_MPEPC +from gps.algorithm.cost.cost import Cost +from gps.algorithm.cost.cost_utils import evalhinglel2loss, get_ramp_multiplier + +class CostMPEPC(Cost): + """ Computes hingle l2 loss for a given closest obstacle position. """ + def __init__(self, hyperparams): + config = copy.deepcopy(COST_MPEPC) + config.update(hyperparams) + Cost.__init__(self, config) + + def eval(self, sample): + """ + Evaluate cost function and derivatives on a sample. + Args: + sample: A single sample + """ + T = sample.T + dX = sample.dX + dU = sample.dU + + # Initialize terms. + l = np.zeros(T) + lu = np.zeros((T, dU)) + lx = np.zeros((T, dX)) + luu = np.zeros((T, dU, dU)) + lxx = np.zeros((T, dX, dX)) + lux = np.zeros((T, dU, dX)) + + wp = self._hyperparams['wp'] + + obs = sample.get(self._hyperparams['obstacle_type']) + x = sample.get(self._hyperparams['position_type']) + pot = sample.get(self._hyperparams['potential_type']) + + wpm = get_ramp_multiplier( + self._hyperparams['ramp_option'], T, + wp_final_multiplier=self._hyperparams['wp_final_multiplier'] + ) + wp = wp * np.expand_dims(wpm, axis=-1) + + # Compute state penalty. + obs_dist = x - obs + + sigma_square = self._hyperparams['sigma_square'] + p_collision = np.exp(- np.sum(obs_dist ** 2, axis=1) / sigma_square) + l_collision = p_collision * self._hyperparams['wp_col'] * wpm + + pot_prev = np.zeros_like(pot[:, 0]) + pot_prev[0] = 0 # Penalty for first + pot_prev[1:] = pot[:-1,0] + p_survivability = 1 - p_collision + l_progress = p_survivability * (pot[:, 0] - pot_prev) * self._hyperparams['wp_nf'] * wpm + + l = l_collision + l_progress + + # Evaluate penalty term. + # l, ls, lss = evalhinglel2loss( + # wp, dist, self._hyperparams['d_safe'], self._hyperparams['l2'], + # ) + # + # # Add to current terms. + # sample.agent.pack_data_x(lx, ls, data_types=[data_type]) + # sample.agent.pack_data_x(lxx, lss, + # data_types=[data_type, data_type]) + + return l, lx, lu, lxx, luu, lux diff --git a/src/gps_agent_pkg/CMakeLists.txt b/src/gps_agent_pkg/CMakeLists.txt index 61acca6be..511a66bad 100644 --- a/src/gps_agent_pkg/CMakeLists.txt +++ b/src/gps_agent_pkg/CMakeLists.txt @@ -54,11 +54,13 @@ set(DDP_FILES src/robotplugin.cpp src/trialcontroller.cpp src/encodersensor.cpp src/encoderfilter.cpp - src/rostopicsensor.cpp + src/rostopicsensor.cpp src/util.cpp src/mobilerobot.cpp + src/mpepcmobilerobot.cpp src/mobilerobotsensor.cpp src/navcontroller.cpp + src/mpepccontrollaw.cpp ) # Include Caffe @@ -105,8 +107,12 @@ rosbuild_add_library(gps_agent_lib ${DDP_FILES}) # ADDED BY THOBOTICS rosbuild_add_executable(mobilerobot_node src/mobilerobot_node.cpp) target_link_libraries(mobilerobot_node gps_agent_lib) -#target_link_libraries(mobilerobot_node ${catkin_LIBRARIES}) -#add_dependencies(mobilerobot_test beginner_tutorials_generate_messages_cpp) +rosbuild_add_executable(mpepcmobilerobot_node src/mpepcmobilerobot_node.cpp) +target_link_libraries(mpepcmobilerobot_node gps_agent_lib) +rosbuild_add_executable(globalplanner_node src/globalplanner_node.cpp) +target_link_libraries(globalplanner_node gps_agent_lib) +rosbuild_add_executable(controllaw_node src/controllaw_node.cpp) +target_link_libraries(controllaw_node gps_agent_lib) # Include Caffe in controller if (USE_CAFFE) diff --git a/src/gps_agent_pkg/include/gps_agent_pkg/mobilerobot.h b/src/gps_agent_pkg/include/gps_agent_pkg/mobilerobot.h index 2bd6fa823..3b9414780 100644 --- a/src/gps_agent_pkg/include/gps_agent_pkg/mobilerobot.h +++ b/src/gps_agent_pkg/include/gps_agent_pkg/mobilerobot.h @@ -50,7 +50,7 @@ class MobileRobot: public RobotPlugin { void starting(); // This is called by the controller manager before stopping the controller. void stopping(); -private: +protected: // Counter for keeping track of controller steps. int controller_counter_; // Length of controller steps in ms. diff --git a/src/gps_agent_pkg/include/gps_agent_pkg/mobilerobotsensor.h b/src/gps_agent_pkg/include/gps_agent_pkg/mobilerobotsensor.h index 11d67b071..8b928d328 100644 --- a/src/gps_agent_pkg/include/gps_agent_pkg/mobilerobotsensor.h +++ b/src/gps_agent_pkg/include/gps_agent_pkg/mobilerobotsensor.h @@ -76,12 +76,17 @@ class MobileRobotSensor: public Sensor Eigen::VectorXd nearest_obstacle_; // Array of range sensor data Eigen::VectorXd range_data_; + // Current global potential point + Eigen::VectorXd potential_score_; // Subscribers ros::Subscriber subscriber_; ros::Subscriber range_subscriber_; + ros::Subscriber navfn_subscriber_; + // Publishers ros::Publisher nearest_obs_pub_; std::string topic_name_; std::string range_topic_name_; + std::string potential_topic_name_; // Time from last update when the previous pose were recorded (necessary to compute velocities). ros::Time previous_pose_time_; @@ -98,16 +103,25 @@ class MobileRobotSensor: public Sensor flann::Index > * obs_tree; flann::Matrix * data; + // Global Navigation Function + boost::mutex global_pot_mutex_; + std::vector global_potarr_; + unsigned int global_width_ = 0, global_height_ = 0; + double origin_x_ = 0, origin_y_ = 0, resolution_ = 0; + // Auxiliary function double mod(double x, double y); double distance(double pose_x, double pose_y, double obx, double oby); void updateObstacleTree(costmap_2d::Costmap2D *costmap); + geometry_msgs::Point transformOdomToMap(geometry_msgs::Pose local_pose); + double getGlobalPointPotential(geometry_msgs::Pose local_pose); MinDistResult find_nearest_neighbor(Point queryPoint); double min_distance_to_obstacle(geometry_msgs::Pose local_current_pose, double *heading, Point *obs_pose); // Subscriber topic void update_data_vector(const nav_msgs::Odometry::ConstPtr& msg); void update_range_data(const sensor_msgs::LaserScan::ConstPtr& msg); + void update_navfn(const nav_msgs::OccupancyGrid::ConstPtr& msg); public: // Constructor. diff --git a/src/gps_agent_pkg/include/gps_agent_pkg/mpepccontrollaw.h b/src/gps_agent_pkg/include/gps_agent_pkg/mpepccontrollaw.h new file mode 100644 index 000000000..7a2120615 --- /dev/null +++ b/src/gps_agent_pkg/include/gps_agent_pkg/mpepccontrollaw.h @@ -0,0 +1,86 @@ +/* + * control_law.h + * + * Created on: Dec 2, 2016 + * Author: thobotics + */ + +#ifndef TURTLEBOT_MPEPC_MPEPC_LOCAL_PLANNER_INCLUDE_MPEPC_LOCAL_PLANNER_CONTROL_LAW_H_ +#define TURTLEBOT_MPEPC_MPEPC_LOCAL_PLANNER_INCLUDE_MPEPC_LOCAL_PLANNER_CONTROL_LAW_H_ + + +#include +#include +#include +#include +#include +#include +#include +#include + +#define LINEAR_THRESHOLD 0.05 +#define ANGULAR_THRESHOLD 0.05 +#define R_SPEED_LIMIT 0.5 + +using namespace std; +namespace mpepc_local_planner +{ + struct EgoPolar + { + double r; + double theta; + double delta; + }; + + struct ControlLawSettings + { + ControlLawSettings() { m_K1 = 2.0; m_K2 = 3.0; m_BETA = 0.4; m_LAMBDA = 2.0; m_R_THRESH = 1.5; m_R_THRESH_TRANS = 1.0; m_TRANS_INTERVAL = 2.3; m_V_MAX = 0.3; m_V_TRANS = 0.2; m_V_MIN = 0.05;} + public: + double m_K1; + double m_K2; // K1 and K2 are parameters that shape the planned manifold + double m_BETA; + double m_LAMBDA; // Beta and Lambda are parameters to shape the linear velocity rule + double m_R_THRESH; + double m_R_THRESH_TRANS; // The thresholds of r to begin slowing down or switch to v_trans + double m_TRANS_INTERVAL; // Time spent to complete the transition + double m_V_MAX; // Max allowable linear velocity + double m_V_TRANS; // Constant velocity used for transition + double m_V_MIN; // Minimum velocity (not included in formulation, but used for practical reasons on real platform) + double m_W_TURN; // Angular velocity for Goal tunning + }; + + class ControlLaw + { + public: + ControlLaw(); + explicit ControlLaw(ControlLawSettings* c); + geometry_msgs::Twist get_velocity_command(geometry_msgs::Pose current_position, geometry_msgs::Pose goal, double k1 = 2, double k2 = 3, double vMax = 0.3); + geometry_msgs::Twist get_velocity_command(EgoPolar goal_coords, double k1, double k2, double vMax); + geometry_msgs::Twist get_velocity_command(EgoPolar goal_coords, double vMax = 0.3); + double get_ego_distance(geometry_msgs::Pose current_position, geometry_msgs::Pose goal); + void update_k1_k2(double k1, double k2); + EgoPolar convert_to_egopolar(geometry_msgs::Pose current_pose, geometry_msgs::Pose current_goal_pose); + geometry_msgs::Pose convert_from_egopolar(geometry_msgs::Pose current_pose, EgoPolar current_goal_coords); + double wrap_pos_neg_pi(double angle); + + protected: + double get_kappa(EgoPolar current_ego_goal, double k1, double k2); + double get_linear_vel(double kappa, EgoPolar current_ego_goal, double vMax); + double get_angular_vel(double kappa, double linear_vel); + double calc_sigmoid(double time_tau); + + private: + static const double _PI= 3.1415926535897932384626433832795028841971693993751058209749445923078164062862089986280348; + static const double _TWO_PI= 6.2831853071795864769252867665590057683943387987502116419498891846156328125724179972560696; + + double mod(double x, double y); + + + ControlLawSettings* settings_; + }; +} + + + + +#endif /* TURTLEBOT_MPEPC_MPEPC_LOCAL_PLANNER_INCLUDE_MPEPC_LOCAL_PLANNER_CONTROL_LAW_H_ */ diff --git a/src/gps_agent_pkg/include/gps_agent_pkg/mpepcmobilerobot.h b/src/gps_agent_pkg/include/gps_agent_pkg/mpepcmobilerobot.h new file mode 100644 index 000000000..5b53acc18 --- /dev/null +++ b/src/gps_agent_pkg/include/gps_agent_pkg/mpepcmobilerobot.h @@ -0,0 +1,38 @@ +/* + * mpepcmobilerobot.h + * + * Created on: Feb 20, 2018 + * Author: thobotics + */ + +#ifndef GPS_AGENT_PKG_INCLUDE_GPS_AGENT_PKG_MPEPCMOBILEROBOT_H_ +#define GPS_AGENT_PKG_INCLUDE_GPS_AGENT_PKG_MPEPCMOBILEROBOT_H_ + + +#include +#include +#include +#include "gps_agent_pkg/mobilerobot.h" +#include "gps/proto/gps.pb.h" + +namespace gps_control +{ + +class MpepcMobileRobot: public MobileRobot { +public: + // Constructor (this should do nothing). + MpepcMobileRobot(); + // Destructor. + virtual ~MpepcMobileRobot(); + + // Init all things needed + void init(ros::NodeHandle& n); + // This is the main update function called by the realtime thread when the controller is running. + void update(); +private: + // Action publisher + ros::Publisher ego_goal_pub_; +}; +} + +#endif /* GPS_AGENT_PKG_INCLUDE_GPS_AGENT_PKG_MPEPCMOBILEROBOT_H_ */ diff --git a/src/gps_agent_pkg/launch/mobilerobot_mpepc_gps.launch b/src/gps_agent_pkg/launch/mobilerobot_mpepc_gps.launch new file mode 100644 index 000000000..06cf32d8f --- /dev/null +++ b/src/gps_agent_pkg/launch/mobilerobot_mpepc_gps.launch @@ -0,0 +1,31 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/src/gps_agent_pkg/manifest.xml b/src/gps_agent_pkg/manifest.xml index 79177ff63..1aa6b501c 100644 --- a/src/gps_agent_pkg/manifest.xml +++ b/src/gps_agent_pkg/manifest.xml @@ -7,6 +7,7 @@ + @@ -20,6 +21,7 @@ + diff --git a/src/gps_agent_pkg/msg/EgoGoal.msg b/src/gps_agent_pkg/msg/EgoGoal.msg new file mode 100644 index 000000000..acc42a9d2 --- /dev/null +++ b/src/gps_agent_pkg/msg/EgoGoal.msg @@ -0,0 +1,6 @@ +float32 r +float32 theta +float32 delta +float32 vMax +float32 k1 +float32 k2 \ No newline at end of file diff --git a/src/gps_agent_pkg/param/global_costmap_params.yaml b/src/gps_agent_pkg/param/global_costmap_params.yaml new file mode 100644 index 000000000..56b23c780 --- /dev/null +++ b/src/gps_agent_pkg/param/global_costmap_params.yaml @@ -0,0 +1,12 @@ +global_costmap: + global_frame: /map + robot_base_frame: /base_footprint + update_frequency: 1.0 + publish_frequency: 0.5 + static_map: true + transform_tolerance: 0.5 + plugins: + - {name: static_layer, type: "costmap_2d::StaticLayer"} + - {name: obstacle_layer, type: "costmap_2d::VoxelLayer"} + - {name: inflation_layer, type: "costmap_2d::InflationLayer"} + diff --git a/src/gps_agent_pkg/param/global_planner_params.yaml b/src/gps_agent_pkg/param/global_planner_params.yaml new file mode 100644 index 000000000..6b8c2ee21 --- /dev/null +++ b/src/gps_agent_pkg/param/global_planner_params.yaml @@ -0,0 +1,20 @@ + +GlobalPlanner: # Also see: http://wiki.ros.org/global_planner + old_navfn_behavior: false # Exactly mirror behavior of navfn, use defaults for other boolean parameters, default false + use_quadratic: true # Use the quadratic approximation of the potential. Otherwise, use a simpler calculation, default true + use_dijkstra: true # Use dijkstra's algorithm. Otherwise, A*, default true + use_grid_path: false # Create a path that follows the grid boundaries. Otherwise, use a gradient descent method, default false + + allow_unknown: true # Allow planner to plan through unknown space, default true + #Needs to have track_unknown_space: true in the obstacle / voxel layer (in costmap_commons_param) to work + planner_window_x: 0.0 # default 0.0 + planner_window_y: 0.0 # default 0.0 + default_tolerance: 0.0 # If goal in obstacle, plan to the closest point in radius default_tolerance, default 0.0 + + publish_scale: 100 # Scale by which the published potential gets multiplied, default 100 + planner_costmap_publish_frequency: 0.0 # default 0.0 + + lethal_cost: 253 # default 253 + neutral_cost: 50 # default 50 + cost_factor: 3.0 # Factor to multiply each cost from costmap by, default 3.0 + publish_potential: true # Publish Potential Costmap (this is not like the navfn pointcloud2 potential), default true diff --git a/src/gps_agent_pkg/param/turtlebot.rviz b/src/gps_agent_pkg/param/turtlebot.rviz index 379adb85b..194aa60ea 100644 --- a/src/gps_agent_pkg/param/turtlebot.rviz +++ b/src/gps_agent_pkg/param/turtlebot.rviz @@ -269,7 +269,6 @@ Visualization Manager: Size (m): 0.1 Style: Squares Topic: /scan - Unreliable: false Use Fixed Frame: true Use rainbow: true Value: true @@ -280,7 +279,6 @@ Visualization Manager: Enabled: true Name: Map Topic: /map - Unreliable: false Value: true - Alpha: 0.7 Class: rviz/Map @@ -288,8 +286,7 @@ Visualization Manager: Draw Behind: false Enabled: true Name: CostMap - Topic: /turtlebot_node/local_costmap/costmap - Unreliable: false + Topic: /mobilerobot_node/local_costmap/costmap Value: true - Angle Tolerance: 0.1 Class: rviz/Odometry @@ -309,17 +306,21 @@ Visualization Manager: Overlay Alpha: 0.5 Queue Size: 2 Transport Hint: raw - Unreliable: false Value: true Visibility: CostMap: true + Global CostMap: true + Global Path: true + Goal Pose: true Grid: true + InterGoal Pose: true LaserScan (kinect): true MPC Plan: true Map: true Nearest obstacle: true Odometry: true Offline Plan: true + Potential Map: true RobotModel: true TF: true Value: true @@ -330,7 +331,6 @@ Visualization Manager: Enabled: true Name: Offline Plan Topic: /ofline_plan - Unreliable: false Value: true - Arrow Length: 0.3 Class: rviz/PoseArray @@ -338,7 +338,51 @@ Visualization Manager: Enabled: true Name: MPC Plan Topic: /mpc_plan - Unreliable: false + Value: true + - Alpha: 0.7 + Class: rviz/Map + Color Scheme: costmap + Draw Behind: false + Enabled: true + Name: Global CostMap + Topic: /globalplanner_node/global_costmap/costmap + Value: true + - Alpha: 1 + Axes Length: 1 + Axes Radius: 0.1 + Class: rviz/Pose + Color: 255; 25; 0 + Enabled: true + Head Length: 0.3 + Head Radius: 0.1 + Name: Goal Pose + Shaft Length: 1 + Shaft Radius: 0.05 + Shape: Arrow + Topic: /global_goal + Value: true + - Alpha: 1 + Buffer Length: 1 + Class: rviz/Path + Color: 25; 255; 0 + Enabled: true + Line Style: Lines + Line Width: 0.03 + Name: Global Path + Offset: + X: 0 + Y: 0 + Z: 0 + Topic: /globalplanner_node/GlobalPlanner/plan + Value: true + - Alpha: 0.7 + Class: rviz/Map + Color Scheme: jet (101 levels) + Draw Behind: true + Enabled: true + Name: Potential Map + Topic: /globalplanner_node/GlobalPlanner/potential + Value: true - Class: rviz/Marker Enabled: true Marker Topic: /nearest_obstacle @@ -347,6 +391,19 @@ Visualization Manager: nearest_points: true Queue Size: 100 Value: true + - Alpha: 1 + Axes Length: 0.5 + Axes Radius: 0.1 + Class: rviz/Pose + Color: 255; 25; 0 + Enabled: true + Head Length: 0.3 + Head Radius: 0.1 + Name: InterGoal Pose + Shaft Length: 1 + Shaft Radius: 0.05 + Shape: Axes + Topic: /inter_goal Value: true Enabled: true Global Options: @@ -389,8 +446,8 @@ Window Geometry: collapsed: false Height: 609 Hide Left Dock: false - Hide Right Dock: false - QMainWindow State: 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 + Hide Right Dock: true + QMainWindow State: 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 Selection: collapsed: false Time: @@ -398,7 +455,7 @@ Window Geometry: Tool Properties: collapsed: false Views: - collapsed: false + collapsed: true Width: 974 - X: 624 - Y: 0 + X: 70 + Y: 98 diff --git a/src/gps_agent_pkg/src/controllaw_node.cpp b/src/gps_agent_pkg/src/controllaw_node.cpp new file mode 100644 index 000000000..93c09a473 --- /dev/null +++ b/src/gps_agent_pkg/src/controllaw_node.cpp @@ -0,0 +1,159 @@ +/* + * controllaw_node.cpp + * + * Created on: Feb 19, 2018 + * Author: thobotics + */ +#include +#include +#include +#include +#include "gps_agent_pkg/EgoGoal.h" +#include "gps_agent_pkg/mpepccontrollaw.h" + +using namespace mpepc_local_planner; + +tf::TransformListener* tf_; +ros::Publisher cmd_vel_pub_, inter_goal_pub_; +EgoPolar inter_goal_coords_; +double inter_goal_vMax_, inter_goal_k1_, inter_goal_k2_; +double GOAL_DIST_UPDATE_THRESH; +double GOAL_ANGLE_UPDATE_THRESH; +geometry_msgs::Pose local_goal_pose_; +bool is_goal_received = false; +boost::mutex inter_goal_mutex_; +ControlLawSettings settings_; +ControlLaw* cl; + +void egoGoalCallback(const gps_agent_pkg::EgoGoal::ConstPtr& ego_goal) +{ + boost::mutex::scoped_lock lock(inter_goal_mutex_); + ROS_INFO("EgoGoal: [%f, %f, %f]", ego_goal->r, ego_goal->delta, ego_goal->theta); + inter_goal_coords_.r = ego_goal->r; + inter_goal_coords_.delta = ego_goal->delta; + inter_goal_coords_.theta = ego_goal->theta; + inter_goal_vMax_ = ego_goal->vMax; + inter_goal_k1_ = ego_goal->k1; + inter_goal_k2_ = ego_goal->k2; +} + +void globalGoalCallback(const geometry_msgs::PoseStamped::ConstPtr& global_goal_pose) +{ + geometry_msgs::PoseStamped local_pose_stamp; + try{ + tf_->waitForTransform("/odom", "/map", global_goal_pose->header.stamp, ros::Duration(10.0)); + tf_->transformPose("/odom", *global_goal_pose, local_pose_stamp); + }catch (tf::TransformException & ex){ + ROS_ERROR("Transform exception 222 : %s", ex.what()); + } + + local_goal_pose_ = local_pose_stamp.pose; + + ROS_INFO("Local goal update: [%f, %f] ", + local_goal_pose_.position.x, local_goal_pose_.position.y); + is_goal_received = true; +} + +void getCurrentRobotPose(geometry_msgs::Pose &pose){ + tf::StampedTransform tfTransform; + try { + tf_->lookupTransform("odom", "base_footprint", + ros::Time(0), tfTransform); + } catch (tf::TransformException& e) { + ROS_WARN_STREAM_THROTTLE( + 5.0, + "TF lookup from base_footprint to odom failed. Reason: " << e.what()); + return; + } + + tf::pointTFToMsg(tfTransform.getOrigin(), pose.position); + tf::quaternionTFToMsg(tfTransform.getRotation(), pose.orientation); +} + +void computeVelocity(geometry_msgs::Pose ¤t_pose, geometry_msgs::Twist &cmd_vel){ + EgoPolar global_goal_coords; + global_goal_coords = cl->convert_to_egopolar(current_pose, local_goal_pose_); + + ROS_DEBUG("Distance to goal: %f", global_goal_coords.r); + if (global_goal_coords.r <= GOAL_DIST_UPDATE_THRESH){ + double angle_error = tf::getYaw(current_pose.orientation) - tf::getYaw(local_goal_pose_.orientation); + angle_error = cl->wrap_pos_neg_pi(angle_error); + ROS_DEBUG("Angle error: %f", angle_error); + + if (fabs(angle_error) > GOAL_ANGLE_UPDATE_THRESH) + { + cmd_vel.linear.x = 0; + if (angle_error > 0) + cmd_vel.angular.z = -4 * settings_.m_W_TURN; + else + cmd_vel.angular.z = 4 * settings_.m_W_TURN; + } + else + { + ROS_INFO("[MPEPC] Completed normal trajectory following"); +// goal_reached_ = true; + cmd_vel.linear.x = 0; + cmd_vel.angular.z = 0; + } + } else { + { + boost::mutex::scoped_lock lock(inter_goal_mutex_); + if(inter_goal_coords_.r > 0){ // Used to != -1 + geometry_msgs::Pose inter_goal_pose = cl->convert_from_egopolar(current_pose, inter_goal_coords_); + cmd_vel = cl->get_velocity_command(current_pose, inter_goal_pose, inter_goal_k1_, inter_goal_k2_, inter_goal_vMax_); + + geometry_msgs::PoseStamped int_goal_stamp; + int_goal_stamp.header.frame_id = "odom"; + int_goal_stamp.header.stamp = ros::Time(0); + int_goal_stamp.pose = inter_goal_pose; + inter_goal_pub_.publish(int_goal_stamp); + }else{ + cmd_vel.linear.x = 0; + cmd_vel.angular.z = 0; + } + } + } +} + +int main(int argc, char** argv){ + ros::init(argc, argv, "controllaw_node"); + ros::NodeHandle nh; + ros::NodeHandle private_nh("~"); + ros::Rate rate(20); + tf_ = new tf::TransformListener(ros::Duration(10)); + + cmd_vel_pub_ = nh.advertise("/cmd_vel_mux/input/navi", 1000); + inter_goal_pub_ = nh.advertise("inter_goal", 1000); + ros::Subscriber ego_goal_sub = nh.subscribe("ego_goal", 1, egoGoalCallback); + ros::Subscriber global_goal_sub = nh.subscribe("global_goal", 1, globalGoalCallback); + + private_nh.param("K_1", settings_.m_K1, 2.0); + private_nh.param("K_2", settings_.m_K2, 3.0); + private_nh.param("BETA", settings_.m_BETA, 0.4); + private_nh.param("LAMBDA", settings_.m_LAMBDA, 2.0); + private_nh.param("R_THRESH", settings_.m_R_THRESH, 0.05); + private_nh.param("V_MAX", settings_.m_V_MAX, 1.0); + private_nh.param("V_MIN", settings_.m_V_MIN, 0.0); + private_nh.param("W_TURN", settings_.m_W_TURN, 0.0); + private_nh.param("goal_dist_tol", GOAL_DIST_UPDATE_THRESH, 0.15); + private_nh.param("goal_angle_tol", GOAL_ANGLE_UPDATE_THRESH, 0.1); + + cl = new ControlLaw(&settings_); + geometry_msgs::Twist cmd_vel; + geometry_msgs::Pose current_pose; + + // Control Loop and code + while (ros::ok()) + { + getCurrentRobotPose(current_pose); + if(is_goal_received){ // Make sure received first ever goal + computeVelocity(current_pose, cmd_vel); + cmd_vel_pub_.publish(cmd_vel); + } + + ros::spinOnce(); + rate.sleep(); + } + + return 0; +} diff --git a/src/gps_agent_pkg/src/globalplanner_node.cpp b/src/gps_agent_pkg/src/globalplanner_node.cpp new file mode 100644 index 000000000..a3aaf6dbc --- /dev/null +++ b/src/gps_agent_pkg/src/globalplanner_node.cpp @@ -0,0 +1,79 @@ +/* + * globalplanner_node.cpp + * + * Created on: Feb 17, 2018 + * Author: thobotics + */ +#include +#include +#include +#include + +costmap_2d::Costmap2DROS* costmap; +global_planner::GlobalPlanner* planner; +std::vector global_plan; +geometry_msgs::PoseStamped global_goal; + +bool makePlan(const geometry_msgs::PoseStamped& goal, std::vector& plan){ + boost::unique_lock lock(*(costmap->getCostmap()->getMutex())); + + //make sure to set the plan to be empty initially + plan.clear(); + + //since this gets called on handle activate + if(costmap == NULL) { + ROS_ERROR("Planner costmap ROS is NULL, unable to create global plan"); + return false; + } + + //get the starting pose of the robot + tf::Stamped global_pose; + if(!costmap->getRobotPose(global_pose)) { + ROS_WARN("Unable to get starting pose of robot, unable to create global plan"); + return false; + } + + geometry_msgs::PoseStamped start; + tf::poseStampedTFToMsg(global_pose, start); + + //if the planner fails or returns a zero length plan, planning failed + if(!planner->makePlan(goal, start, plan) || plan.empty()){ + ROS_DEBUG_NAMED("move_base","Failed to find a plan to point (%.2f, %.2f)", goal.pose.position.x, goal.pose.position.y); + return false; + } + + // Reverse the plan + geometry_msgs::PoseStamped goal_copy = goal; + goal_copy.header.stamp = goal.header.stamp; + plan[0] = goal_copy; + std::reverse(plan.begin(), plan.end()); + + return true; +} + +void goalCallback(const geometry_msgs::PoseStamped::ConstPtr& goal) +{ + ROS_INFO("Goal: [%f, %f]", goal->pose.position.x, goal->pose.position.y); + global_goal.header = goal->header; + global_goal.pose = goal->pose; + + if(global_goal.header.frame_id != "" && makePlan(global_goal, global_plan)){ + ROS_INFO("Planned"); + } +} + +int main(int argc, char** argv){ + ros::init(argc, argv, "globalplanner_node"); + ros::NodeHandle n; + tf::TransformListener tf(ros::Duration(10)); + + costmap = new costmap_2d::Costmap2DROS("global_costmap", tf); + planner = new global_planner::GlobalPlanner(); + planner->initialize("GlobalPlanner", costmap); + + ros::Subscriber sub = n.subscribe("global_goal", 1, goalCallback); + + ros::spin(); + + return 0; +} diff --git a/src/gps_agent_pkg/src/mobilerobotsensor.cpp b/src/gps_agent_pkg/src/mobilerobotsensor.cpp index f7ff882f0..735646e8a 100644 --- a/src/gps_agent_pkg/src/mobilerobotsensor.cpp +++ b/src/gps_agent_pkg/src/mobilerobotsensor.cpp @@ -30,6 +30,8 @@ MobileRobotSensor::MobileRobotSensor(ros::NodeHandle& n, RobotPlugin *plugin): S // TODO: using parameter range_data_.resize(30); + potential_score_.resize(2); + // Initialize cost map tf_ = new tf::TransformListener(ros::Duration(10)); costmap_ros_ = new costmap_2d::Costmap2DROS("local_costmap", *tf_); @@ -60,9 +62,11 @@ MobileRobotSensor::MobileRobotSensor(ros::NodeHandle& n, RobotPlugin *plugin): S // Initialize subscriber n.param("/odom_topic", topic_name_, "odom"); n.param("/scan_topic", range_topic_name_, "scan"); + n.param("/navfn_topic", potential_topic_name_, "/globalplanner_node/GlobalPlanner/potential"); subscriber_ = n.subscribe(topic_name_, 1, &MobileRobotSensor::update_data_vector, this); range_subscriber_ = n.subscribe(range_topic_name_, 1, &MobileRobotSensor::update_range_data, this); + navfn_subscriber_ = n.subscribe (potential_topic_name_, 1, &MobileRobotSensor::update_navfn, this); nearest_obs_pub_ = n.advertise("nearest_obstacle", 10); // Set time. @@ -96,13 +100,13 @@ void MobileRobotSensor::update(RobotPlugin *plugin, ros::Time current_time, bool { boost::mutex::scoped_lock lock(odom_mutex_); minDist = min_distance_to_obstacle(cur_pose_, &obstacle_heading, &obs_pose); + potential_score_[0] = getGlobalPointPotential(cur_pose_); } nearest_obstacle_[0] = obs_pose.a; nearest_obstacle_[1] = obs_pose.b; nearest_obstacle_[2] = 0.0; - ROS_INFO("Min distance: %f, Pose: %f, %f", minDist, obs_pose.a, obs_pose.b); visualization_msgs::Marker nearest_points; nearest_points.header.frame_id = "odom"; nearest_points.header.stamp = ros::Time::now(); @@ -126,6 +130,9 @@ void MobileRobotSensor::update(RobotPlugin *plugin, ros::Time current_time, bool nearest_points.points.push_back(p); nearest_obs_pub_.publish(nearest_points); + ROS_INFO("Cur pose %.2f, %.2f", cur_pose_.position.x, cur_pose_.position.y); + ROS_INFO("Min distance: %.2f, Pot: %.2f, Pose: %.2f, %.2f", minDist, potential_score_[0], obs_pose.a, obs_pose.b); + previous_pose_time_ = current_time; } } @@ -150,6 +157,10 @@ void MobileRobotSensor::set_sample_data_format(boost::scoped_ptr& sample OptionsMap nearest_obstacle_metadata; sample->set_meta_data(gps::POSITION_NEAREST_OBSTACLE,nearest_obstacle_.size(),SampleDataFormatEigenVector,nearest_obstacle_metadata); + // Set nearest obstacle size and format. + OptionsMap potential_score_metadata; + sample->set_meta_data(gps::POTENTIAL_SCORE,potential_score_.size(),SampleDataFormatEigenVector,potential_score_metadata); + // Set linear velocities size and format. OptionsMap linear_velocities_metadata; sample->set_meta_data(gps::MOBILE_VELOCITIES_LINEAR,linear_velocities_.size(),SampleDataFormatEigenVector,linear_velocities_metadata); @@ -187,6 +198,7 @@ void MobileRobotSensor::set_sample_data(boost::scoped_ptr& sample, int t // Set nearest obstacle. sample->set_data_vector(t,gps::POSITION_NEAREST_OBSTACLE,nearest_obstacle_.data(),nearest_obstacle_.size(),SampleDataFormatEigenVector); + sample->set_data_vector(t,gps::POTENTIAL_SCORE,potential_score_.data(),potential_score_.size(),SampleDataFormatEigenVector); { boost::mutex::scoped_lock lock(range_mutex_); @@ -239,9 +251,78 @@ void MobileRobotSensor::update_range_data(const sensor_msgs::LaserScan::ConstPtr } } } + +void MobileRobotSensor::update_navfn(const nav_msgs::OccupancyGrid::ConstPtr& nav_cost) +{ + { + boost::mutex::scoped_lock lock(global_pot_mutex_); + + global_potarr_ = nav_cost->data; + global_width_ = nav_cost->info.width; + global_height_ = nav_cost->info.height; + origin_x_ = nav_cost->info.origin.position.x; + origin_y_ = nav_cost->info.origin.position.y; + resolution_ = nav_cost->info.resolution; } } +geometry_msgs::Point MobileRobotSensor::transformOdomToMap(geometry_msgs::Pose local_pose){ + // Transform to global_pose + //clock_t begin_time = clock(); + geometry_msgs::PointStamped local_point; + local_point.header.frame_id = costmap_ros_->getGlobalFrameID(); + // This is important!!! + // It make transformPose to lookup the latest available transform + local_point.header.stamp = ros::Time(0); + local_point.point = local_pose.position; + geometry_msgs::PointStamped global_point_stamp; + try{ + tf_->waitForTransform("/map", costmap_ros_->getGlobalFrameID(), ros::Time(0), ros::Duration(10.0)); + tf_->transformPoint("/map", local_point, global_point_stamp); + }catch (tf::TransformException & ex){ + ROS_ERROR("Transform exception 111 : %s", ex.what()); + } + //ROS_INFO("Transform plan take %f", float( clock() - begin_time ) / CLOCKS_PER_SEC); + return global_point_stamp.point; +} + +double MobileRobotSensor::getGlobalPointPotential(geometry_msgs::Pose local_pose){ + //clock_t begin_time = clock(); + // Uninitialized + if (global_width_ == 0 || global_height_ == 0) return DBL_MAX; + geometry_msgs::Point currentPoint = transformOdomToMap(local_pose); + + double score; + { + boost::mutex::scoped_lock lock(global_pot_mutex_); + + // TODO: Interpolate here + bool flag = false; + unsigned int mx, my; + // Copy from worldToMap from Costmap2D + if (currentPoint.x < origin_x_ || currentPoint.y < origin_y_) + flag = false; + mx = (int)((currentPoint.x - origin_x_) / resolution_); + my = (int)((currentPoint.y - origin_y_) / resolution_); + if (mx < global_width_ && my < global_height_) + flag = true; + + //ROS_INFO("Get point potential take %f", float( clock() - begin_time ) / CLOCKS_PER_SEC); + + if(!flag) + score = DBL_MAX; + + unsigned int index = my * global_width_ + mx; + + if(global_potarr_[index] == -1){ + score = 100; // Highest + }else + score = global_potarr_[index]; + } + + return score; +} + void MobileRobotSensor::updateObstacleTree(costmap_2d::Costmap2D *costmap) { // Create occupancy grid message diff --git a/src/gps_agent_pkg/src/mpepccontrollaw.cpp b/src/gps_agent_pkg/src/mpepccontrollaw.cpp new file mode 100644 index 000000000..8be7a6f1d --- /dev/null +++ b/src/gps_agent_pkg/src/mpepccontrollaw.cpp @@ -0,0 +1,192 @@ +/* + * control_law.cpp + * + * Created on: Dec 2, 2016 + * Author: thobotics + */ + +#include + +#include "gps_agent_pkg/mpepccontrollaw.h" + +namespace mpepc_local_planner +{ + ControlLaw::ControlLaw() + { + } + + ControlLaw::ControlLaw(ControlLawSettings* c) + { + settings_ = c; + } + + // Floating-point modulo + // The result (the remainder) has same sign as the divisor. + // Similar to matlab's mod(); Not similar to fmod() - Mod(-3,4)= 1 fmod(-3,4)= -3 + double ControlLaw::mod(double x, double y) + { + double m= x - y * floor(x/y); + // handle boundary cases resulted from floating-point cut off: + if (y > 0) // modulo range: [0..y) + { + if (m >= y) // Mod(-1e-16 , 360. ): m= 360. + return 0; + + if (m < 0) + { + if (y+m == y) + return 0; // just in case... + else + return y+m; // Mod(106.81415022205296 , _TWO_PI ): m= -1.421e-14 + } + } + else // modulo range: (y..0] + { + if (m <= y) // Mod(1e-16 , -360. ): m= -360. + return 0; + + if (m > 0) + { + if (y+m == y) + return 0; // just in case... + else + return y+m; // Mod(-106.81415022205296, -_TWO_PI): m= 1.421e-14 + } + } + return m; + } + + void ControlLaw::update_k1_k2(double k1, double k2) + { + settings_->m_K1 = k1; + settings_->m_K2 = k2; + } + + // wrap [rad] angle to [-PI..PI) + double ControlLaw::wrap_pos_neg_pi(double angle) + { + return mod(angle + _PI, _TWO_PI) - _PI; + } + + double ControlLaw::get_ego_distance(geometry_msgs::Pose current_pose, geometry_msgs::Pose current_goal_pose) + { + double distance; + + double dx = current_goal_pose.position.x - current_pose.position.x; + double dy = current_goal_pose.position.y - current_pose.position.y; + + // calculate distance compenent of egocentric coordinates + distance = sqrt(pow(dx, 2) + pow(dy, 2)); + + return distance; + } + + + EgoPolar ControlLaw::convert_to_egopolar(geometry_msgs::Pose current_pose, geometry_msgs::Pose current_goal_pose) + { + EgoPolar coords; + + double dx = current_goal_pose.position.x - current_pose.position.x; + double dy = current_goal_pose.position.y - current_pose.position.y; + double obs_heading = atan2(dy, dx); + double current_yaw = tf::getYaw(current_pose.orientation); + double goal_yaw = tf::getYaw(current_goal_pose.orientation); + + // calculate r + coords.r = sqrt(pow(dx, 2) + pow(dy, 2)); + // calculate delta + coords.delta = wrap_pos_neg_pi(current_yaw - obs_heading); + // calculate theta + coords.theta = wrap_pos_neg_pi(goal_yaw - obs_heading); + + return coords; + } + + geometry_msgs::Pose ControlLaw::convert_from_egopolar(geometry_msgs::Pose current_pose, EgoPolar current_goal_coords) + { + geometry_msgs::Pose current_goal_pose; + + double current_yaw = tf::getYaw(current_pose.orientation); + + current_goal_pose.position.x = current_pose.position.x + current_goal_coords.r * cos(current_yaw - current_goal_coords.delta); + current_goal_pose.position.y = current_pose.position.y + current_goal_coords.r * sin(current_yaw - current_goal_coords.delta); + current_goal_pose.position.z = 0; + + current_goal_pose.orientation = tf::createQuaternionMsgFromYaw(current_yaw - current_goal_coords.delta + current_goal_coords.theta); + + return current_goal_pose; + } + + double ControlLaw::get_kappa(EgoPolar current_ego_goal, double k1, double k2) + { + double kappa = 0; + kappa = (-1/current_ego_goal.r)*(k2*(current_ego_goal.delta-atan(-1*k1*current_ego_goal.theta)) + (1 + k1/(1+pow(k1*current_ego_goal.theta, 2)))*sin(current_ego_goal.delta)); + return kappa; + } + + double ControlLaw::get_linear_vel(double kappa, EgoPolar current_ego_goal, double vMax) + { + double lin_vel = 0; + vMax = settings_->m_V_MAX; + lin_vel = min(vMax/settings_->m_R_THRESH*current_ego_goal.r, vMax/(1 + settings_->m_BETA * pow(abs(kappa), settings_->m_LAMBDA))); + + if (lin_vel < settings_->m_V_MIN && lin_vel > 0.00) + { + lin_vel = settings_->m_V_MIN; + } + return lin_vel; + } + + double ControlLaw::calc_sigmoid(double time_tau) + { + double sigma = 0; + sigma = 1.02040816*(1/(1+exp(-9.2*(time_tau-0.5))) - 0.01); + if (sigma > 1) + sigma = 1; + else if (sigma < 0) + sigma = 0; + return sigma; + } + + geometry_msgs::Twist ControlLaw::get_velocity_command(geometry_msgs::Pose current_position, geometry_msgs::Pose goal, double k1, double k2, double vMax) + { + EgoPolar goal_coords = convert_to_egopolar(current_position, goal); + + return get_velocity_command(goal_coords, k1, k2, vMax); + } + + geometry_msgs::Twist ControlLaw::get_velocity_command(EgoPolar goal_coords, double vMax) + { + return get_velocity_command(goal_coords, settings_->m_K1, settings_->m_K2, vMax); + } + + geometry_msgs::Twist ControlLaw::get_velocity_command(EgoPolar goal_coords, double k1, double k2, double vMax) + { + geometry_msgs::Twist cmd_vel; + double kappa = 0; + + kappa = get_kappa(goal_coords, k1, k2); + + cmd_vel.linear.x = get_linear_vel(kappa, goal_coords, vMax); + cmd_vel.angular.z = kappa*cmd_vel.linear.x; + if (fabs(cmd_vel.angular.z) > R_SPEED_LIMIT) + { + if (cmd_vel.angular.z > 0) + { + cmd_vel.angular.z = R_SPEED_LIMIT; + } + else + { + cmd_vel.angular.z = -1*R_SPEED_LIMIT; + } + cmd_vel.linear.x = cmd_vel.angular.z/kappa; + } + + return cmd_vel; + } +} // end namespace + + + + + diff --git a/src/gps_agent_pkg/src/mpepcmobilerobot.cpp b/src/gps_agent_pkg/src/mpepcmobilerobot.cpp new file mode 100644 index 000000000..6897effee --- /dev/null +++ b/src/gps_agent_pkg/src/mpepcmobilerobot.cpp @@ -0,0 +1,67 @@ +/* + * mpepcmobilerobot.cpp + * + * Created on: Feb 20, 2018 + * Author: thobotics + */ +#include "gps_agent_pkg/mpepcmobilerobot.h" + +using namespace gps_control; + +// Plugin constructor. +MpepcMobileRobot::MpepcMobileRobot() +:MobileRobot() +{ + // Nothing to do here, since all variables are initialized in initialize(...) + // Some basic variable initialization. +} + +// Destructor. +MpepcMobileRobot::~MpepcMobileRobot() +{ + // Nothing to do here, since all instance variables are destructed automatically. +} + +void MpepcMobileRobot::init(ros::NodeHandle& n) +{ + // TODO: Set topic name by parameters + ego_goal_pub_ = n.advertise("/ego_goal", 1); + + + // EgoGoal r, delta, theta, vMax + active_arm_torques_.resize(4); + + // Initialize ROS subscribers/publishers, sensors, and navigation controllers. + initialize(n); +} + +void MpepcMobileRobot::update() +{ + /* + * This is the same as the original Mobile Robot */ + // Get current time. + last_update_time_ = ros::Time::now(); + + // Check if this is a controller step based on the current controller frequency. + controller_counter_++; + if (controller_counter_ >= controller_step_length_) controller_counter_ = 0; + bool is_controller_step = (controller_counter_ == 0); + + // Update the sensors and fill in the current step sample. + update_sensors(last_update_time_,is_controller_step); + + // Update the controllers. + update_controllers(last_update_time_,is_controller_step); + + /* + * Publish ego goal instead of raw v, w */ + // Setup action and send to robot + gps_agent_pkg::EgoGoal ego_goal; + ego_goal.r = active_arm_torques_[0]; + ego_goal.delta = active_arm_torques_[1]; + ego_goal.theta = active_arm_torques_[2]; + ego_goal.vMax = active_arm_torques_[3]; + ego_goal_pub_.publish(ego_goal); +} + + diff --git a/src/gps_agent_pkg/src/mpepcmobilerobot_node.cpp b/src/gps_agent_pkg/src/mpepcmobilerobot_node.cpp new file mode 100644 index 000000000..ad6ba3f11 --- /dev/null +++ b/src/gps_agent_pkg/src/mpepcmobilerobot_node.cpp @@ -0,0 +1,37 @@ +/* + * mobilerobot_node.cpp + * + * Created on: Mar 5, 2017 + * Author: thobotics + */ +#include "gps_agent_pkg/mpepcmobilerobot.h" +using namespace gps_control; + +int main(int argc, char** argv){ + ros::init(argc, argv, "mpepcmobilerobot_node"); + ros::NodeHandle n; + + // NOTE: Rate depend on simulator time + // E.g: stage_ros real-time is 10Hz (/clock topic) + ros::Rate rate(20); + + MpepcMobileRobot mobilerobot; + mobilerobot.init(n); + mobilerobot.starting(); + + // Control Loop and code + while (ros::ok()) + { + mobilerobot.update(); + ros::spinOnce(); + rate.sleep(); + } + + // It should never be called + mobilerobot.stopping(); + + return(0); +} + + + diff --git a/src/proto/gps.proto b/src/proto/gps.proto index 1441517dd..5bf9faf5d 100755 --- a/src/proto/gps.proto +++ b/src/proto/gps.proto @@ -29,8 +29,9 @@ enum SampleType { MOBILE_VELOCITIES_LINEAR = 22; MOBILE_VELOCITIES_ANGULAR = 23; MOBILE_RANGE_SENSOR = 24; - NOISE = 25; - TOTAL_DATA_TYPES = 26; + POTENTIAL_SCORE = 25; + NOISE = 26; + TOTAL_DATA_TYPES = 27; } // Message containing the data for a single sample. From ff9e82f25ee9c95845ea5a7e15c57c309c11ac76 Mon Sep 17 00:00:00 2001 From: thobotics Date: Tue, 9 Feb 2021 15:50:53 +0100 Subject: [PATCH 43/44] Update README.md mpc_gps information --- README.md | 16 ++++++++++++++++ 1 file changed, 16 insertions(+) diff --git a/README.md b/README.md index 633ea189c..4aad4887e 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,22 @@ GPS ====== +Please check the mpc_gps branch for the reimplentation of MPC-GPS paper! + +## Demo +1. Hallway +``` +https://youtu.be/4h49wDTnrxw?list=PLeH0h5k_xzT5Rxuqkb2ZHuNJTIqAc76qN +``` + +2. 3 obstacle test +``` +https://youtu.be/xaNUwspDp2w +``` +--- + +====== + This code is a reimplementation of the guided policy search algorithm and LQG-based trajectory optimization, meant to help others understand, reuse, and build upon existing work. For full documentation, see [rll.berkeley.edu/gps](http://rll.berkeley.edu/gps). From dcb7ef5b27610a8b38656e461c4383962222ecac Mon Sep 17 00:00:00 2001 From: thobotics Date: Tue, 9 Feb 2021 15:51:28 +0100 Subject: [PATCH 44/44] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 4aad4887e..323ffe4ec 100644 --- a/README.md +++ b/README.md @@ -1,7 +1,7 @@ GPS ====== -Please check the mpc_gps branch for the reimplentation of MPC-GPS paper! +Please check the mpc_gps branch for the reimplementation of MPC-GPS paper! ## Demo 1. Hallway

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