2020-06-19 19:00:08 -07:00
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Directory Structure
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------
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.
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└── Search-based Planning
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├── bfs.py # breadth-first
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├── dfs.py # depth-first
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├── dijkstra.py # dijkstra's
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├── a_star.py # a*
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├── queue.py # FIFO, FILO, Priority queues
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├── env.py # environment: working space
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├── motion_model.py # motion model, feasible input
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└── tools.py # animation, figure generation ...
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└── Stochastic Shortest Path
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├── value_iteration.py # value iteration
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├── policy_iteration.py # policy iteration
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├── Q-value_iteration.py # Q-value iteration
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└── Q-policy_iteration.py # Q-policy iteration
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└── Model-free Control
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├── Sarsa.py # SARSA : on-policy TD control
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└── Q-learning.py # Q-learning : off-policy TD control
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└── Sampling-based Planning
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