├── LICENSE ├── README.md ├── install_sc2.sh ├── requirements.txt ├── run.sh ├── run_interactive.sh └── src ├── .DS_Store ├── .gitignore ├── .idea ├── inspectionProfiles │ └── profiles_settings.xml ├── misc.xml ├── modules.xml ├── src.iml └── workspace.xml ├── __init__.py ├── __pycache__ ├── run.cpython-36.pyc └── run.cpython-37.pyc ├── components ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-36.pyc │ ├── __init__.cpython-37.pyc │ ├── action_selectors.cpython-36.pyc │ ├── action_selectors.cpython-37.pyc │ ├── episode_buffer.cpython-36.pyc │ ├── episode_buffer.cpython-37.pyc │ ├── epsilon_schedules.cpython-36.pyc │ ├── epsilon_schedules.cpython-37.pyc │ ├── transforms.cpython-36.pyc │ └── transforms.cpython-37.pyc ├── action_selectors.py ├── episode_buffer.py ├── epsilon_schedules.py └── transforms.py ├── config ├── .DS_Store ├── algs │ ├── iql_smac.yaml │ ├── offpg_smac.yaml │ ├── qmix.yaml │ ├── qmix_smac.yaml │ └── vdn_smac.yaml ├── default.yaml └── envs │ └── sc2.yaml ├── controllers ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-36.pyc │ ├── __init__.cpython-37.pyc │ ├── basic_controller.cpython-36.pyc │ └── basic_controller.cpython-37.pyc └── basic_controller.py ├── envs ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-36.pyc │ └── __init__.cpython-37.pyc └── multiagentenv.py ├── learners ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-36.pyc │ ├── __init__.cpython-37.pyc │ ├── coma_learner.cpython-36.pyc │ ├── offpg_learner.cpython-36.pyc │ ├── offpg_learner.cpython-37.pyc │ ├── q_learner.cpython-36.pyc │ └── q_learner.cpython-37.pyc ├── offpg_learner.py └── q_learner.py ├── main.py ├── modules ├── .DS_Store ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-36.pyc │ └── __init__.cpython-37.pyc ├── agents │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-36.pyc │ │ ├── __init__.cpython-37.pyc │ │ ├── grnn_agent.cpython-36.pyc │ │ ├── grnn_agent.cpython-37.pyc │ │ ├── rnn_agent.cpython-36.pyc │ │ └── rnn_agent.cpython-37.pyc │ ├── grnn_agent.py │ └── rnn_agent.py ├── critics │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-36.pyc │ │ ├── __init__.cpython-37.pyc │ │ ├── coma.cpython-36.pyc │ │ ├── offpg.cpython-36.pyc │ │ └── offpg.cpython-37.pyc │ ├── coma.py │ └── offpg.py └── mixers │ ├── __init__.py │ ├── __pycache__ │ ├── __init__.cpython-36.pyc │ ├── __init__.cpython-37.pyc │ ├── qmix.cpython-36.pyc │ ├── qmix.cpython-37.pyc │ ├── vdn.cpython-36.pyc │ └── vdn.cpython-37.pyc │ ├── qmix.py │ └── vdn.py ├── run.py ├── runners ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-36.pyc │ ├── __init__.cpython-37.pyc │ ├── episode_runner.cpython-36.pyc │ ├── episode_runner.cpython-37.pyc │ ├── parallel_runner.cpython-36.pyc │ └── parallel_runner.cpython-37.pyc ├── episode_runner.py └── parallel_runner.py └── utils ├── __pycache__ ├── logging.cpython-36.pyc ├── logging.cpython-37.pyc ├── offpg_utils.cpython-36.pyc ├── offpg_utils.cpython-37.pyc ├── 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