Unreal environments for reinforcement learning
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Jul 3, 2024 - Python
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visual-reinforcement-learning
Here are 13 public repositories matching this topic...
Collection of papers and resources for data augmentation (DA) in visual reinforcement learning (RL).
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Mar 27, 2024
Official PyTorch implementation of "Entity-Centric Reinforcement Learning for Object Manipulation from Pixels", Haramati et al., ICLR 2024
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Apr 15, 2024 - Python
Official release of the DMControl Generalization Benchmark 2 (DMC-GB2)
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Jun 4, 2024 - Python
Official pytorch implementation of the paper [Environment Agnostic Representation for Visual Reinforcement learning]
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Oct 18, 2023 - Python
[ICLR 2024] Adaptive Replay Ratio implementation from 'Revisiting Plasticity in Visual RL: Data, Modules and Training Stages'.
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Oct 9, 2024 - Python
Implementation of the DQN and DRQN algorithms in Keras and tensorflow
reinforcement-learning deep-reinforcement-learning openai-gym dqn vizdoom keras-tensorflow drqn visual-reinforcement-learning
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May 15, 2021 - Python
The official implementation of the ECCV 2024 paper "Empowering Embodied Visual Tracking with Visual Foundation Models and Offline RL"
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Jul 5, 2024 - Python
Original PyTorch implementation of experiments in paper 'Normalization Enhances Generalization in Visual Reinforcement Learning'.
reinforcement-learning normalization generalization carla-simulator visual-reinforcement-learning deepmind-control-suite
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Sep 20, 2024 - Python
This repository offers implementations of classic and deep reinforcement learning algorithms, including dynamic programming, monte carlo methods, td-learning, and also both q-function-based and policy gradient approaches with deep nerual networks.
reinforcement-learning deep-reinforcement-learning model-based-reinforcement-learning visual-reinforcement-learning
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Sep 4, 2024 - Python
[NeurIPS 2023] CycAug implementation from paper 'Learning Better with Less: Effective Augmentation for Sample-Efficient Visual RL'.
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Oct 30, 2023 - Python
This is a fork of "RL-ViGen: A Reinforcement Learning Benchmark for Visual Generalization" to make it more portable for ease of use in research. The goal of this repository is to provide an easier way to install RL-ViGen environments (only envs) in already established repos with minimal dependencies.
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Oct 3, 2024 - Python
Small prototype to show RoboHive usage with TorchRL for visual deep reinforcement learning
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Oct 4, 2024 - Python
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