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PathPlanning/README.md
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2020-06-20 13:36:11 -07:00

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Directory Structure
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└── Search-based Planning
├── bfs.py # breadth-first
├── dfs.py # depth-first
├── dijkstra.py # dijkstra's
├── a_star.py # a*
├── queue.py # FIFO, FILO, Priority queues
├── env.py # environment: working space
├── motion_model.py # motion model, feasible input
└── tools.py # animation, figure generation ...
└── Stochastic Shortest Path
├── value_iteration.py # value iteration
├── policy_iteration.py # policy iteration
├── Q-value_iteration.py # Q-value iteration
└── Q-policy_iteration.py # Q-policy iteration
└── Model-free Control
├── Sarsa.py # SARSA : on-policy TD control
└── Q-learning.py # Q-learning : off-policy TD control
└── Sampling-based Planning
## Animations
### Dijkstra's & A*
<div align=center>
<table>
<tr>
<td><img src="https://github.com/zhm-real/path-planning-algorithms/blob/master/Search-based%20Planning/gif/Dijkstra.gif" alt="dijkstra" width="400"/></a></td>
<td><img src="https://github.com/zhm-real/path-planning-algorithms/blob/master/Search-based%20Planning/gif/Astar.gif" alt="Astar" width="400"/></a></td>
</tr>
</table>
</div>
## License
MIT License