gridworld.cli package

Submodules

gridworld.cli.play_game module

gridworld.cli.play_game.main()

gridworld.cli.play_game.play_game(world_width: int = 4, world_height: int = 4, start_cell: int = 0, goal_cell: int = 15, obstacles_cells=None, policy_search_iterations: int = 200000, value_search_iterations: int = 100000, threshold: float = 1e-20, gamma: float = 0.8) → None

Makes an agent solve a world with the specifications given by the user.

Parameters

• world_width (int) – World’s width in cells.

• world_height (int) – World’s height in cells.

• start_cell (int) – Cell where the agent will start.

• goal_cell (int) – Cell where the agent has to go.

• obstacles_cells (list) – Cells where obstacles will be placed.

• policy_search_iterations (int) – Maximum number of iterations when looking for optimal policy.

• value_search_iterations (int) – Maximum number of iterations when looking for optimal state-value function.

• threshold (float) – Minimum change that should happen to continue value search iteration.

• gamma (float) – Discount factor