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Add images to README.
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kylc committed Jun 8, 2023
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Expand Up @@ -20,6 +20,10 @@ Plan around a sphere obstacle in $\mathbb{R}^3$ using the RRT-Connect planner:

https://github.com/kylc/planning-kit/blob/e83075cf0f9afa06b3d94a9de964c3397302c08e/demo/01_intro.py#L1-L33

<p align="center">
<img height="400" src="https://user-images.githubusercontent.com/233860/244265174-68069931-3bf9-410e-9c4f-5a0e3baff516.png">
</p>

## Details

### State Space
Expand All @@ -30,6 +34,10 @@ For example, to define a Euclidean space (which has equivalent behavior to the b

https://github.com/kylc/planning-kit/blob/e83075cf0f9afa06b3d94a9de964c3397302c08e/demo/02_custom_space.py#L1-L26

<p align="center">
<img height="400" src="https://user-images.githubusercontent.com/233860/244265175-285e9884-19be-418c-8c75-16cd02faaf0e.png">
</p>

### Constraints

Planning subject to manifold constraints is implemented via the unifying framework IMACS (implicit manifold configuration space) presented in [[KiMK19]](#KiMK19). Projection is used to adhere samples from an ambient space to the constrained manifold while preserving the planner properties of probabilistic completeness and asymptotic optimality.
Expand All @@ -40,6 +48,10 @@ For example, we can define a constraint which confines the state space to the su

https://github.com/kylc/planning-kit/blob/e83075cf0f9afa06b3d94a9de964c3397302c08e/demo/03_constraints.py#L1-L14

<p align="center">
<img height="400" src="https://user-images.githubusercontent.com/233860/244265172-db2e12b8-6100-41d0-bdbe-75b8b8af4b6b.png">
</p>

### Planning

| Planner | Category | Optimal | Reference |
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