├── .gitignore ├── README.md ├── agents ├── __init__.py ├── attention_agent.py ├── dyn_sr_agent.py ├── eigenoc_agent.py ├── eigenoc_agent_dynamic.py ├── embedding_agent.py ├── linear_sf_agent.py └── lstm_agent.py ├── auxilary └── policy_iteration.py ├── config_utility.py ├── configs.py ├── env_tools ├── __init__.py ├── env_utils.py ├── env_wrappers.py ├── mdp_wrapper.py ├── non_matching_game.py └── taxi_wrapper.py ├── mdps ├── 2rooms.mdp ├── 4rooms.mdp ├── Lshaped.mdp ├── Ushaped.mdp ├── fig1.mdp ├── labyrinth.mdp ├── large_grid.mdp ├── longI.mdp ├── simple.mdp └── toy.mdp ├── networks ├── __init__.py ├── network_attention.py ├── network_dyn_sr.py ├── network_eigenoc.py ├── network_embedding.py ├── network_linear_sf.py └── network_lstm.py ├── requirements.txt ├── resources └── FreeSans.ttf ├── tools ├── __init__.py ├── agent_utils.py ├── attr_dict.py ├── cluster.py ├── ring_buffer.py ├── rmsprop_applier.py ├── schedules.py └── timer.py └── train.py /.gitignore: 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