├── README.md ├── figure ├── 3.png ├── facmac.png └── overall.png ├── install_sc2.sh ├── requirements.txt ├── run.sh └── src ├── __init__.py ├── __pycache__ └── run.cpython-36.pyc ├── components ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-36.pyc │ ├── action_selectors.cpython-36.pyc │ ├── episode_buffer.cpython-36.pyc │ ├── epsilon_schedules.cpython-36.pyc │ └── transforms.cpython-36.pyc ├── action_selectors.py ├── env_stats_aggregators.py ├── episode_buffer.py ├── epsilon_schedules.py └── transforms.py ├── config ├── algs │ ├── comix_pp.yaml │ ├── covdn_pp.yaml │ ├── facmac_mamujoco.yaml │ ├── facmac_pp.yaml │ ├── facmac_smac.yaml │ ├── iddpg_pp.yaml │ ├── maddpg_mamujoco.yaml │ ├── maddpg_pp.yaml │ └── maddpg_smac.yaml ├── default.yaml └── envs │ ├── cts_matrix_game.yaml │ ├── mujoco_multi.yaml │ ├── particle.yaml │ └── sc2.yaml ├── controllers ├── EA_basic_controller.py ├── __init__.py ├── __pycache__ │ ├── EA_basic_controller.cpython-36.pyc │ ├── __init__.cpython-36.pyc │ ├── basic_controller.cpython-36.pyc │ └── cqmix_controller.cpython-36.pyc ├── basic_controller.py └── cqmix_controller.py ├── ea ├── __pycache__ │ ├── mod_neuro_evo.cpython-36.pyc │ └── mod_utils.cpython-36.pyc ├── mod_neuro_evo.py ├── mod_neuro_evo_abd_mutation_and_crossover.py ├── mod_neuro_evo_abl_crossover.py ├── mod_neuro_evo_abl_mutation.py └── mod_utils.py ├── envs ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-36.pyc │ └── multiagentenv.cpython-36.pyc ├── mamujoco │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-36.pyc │ │ ├── manyagent_ant.cpython-36.pyc │ │ ├── manyagent_swimmer.cpython-36.pyc │ │ ├── mujoco_multi.cpython-36.pyc │ │ └── obsk.cpython-36.pyc │ ├── assets │ │ ├── __init__.py │ │ ├── manyagent_ant.xml │ │ ├── manyagent_ant.xml.template │ │ ├── manyagent_ant__stage1.xml │ │ ├── manyagent_swimmer.xml.template │ │ ├── manyagent_swimmer__bckp2.xml │ │ └── manyagent_swimmer_bckp.xml │ ├── manyagent_ant.py │ ├── manyagent_swimmer.py │ ├── mujoco_multi.py │ └── obsk.py ├── matrix_game │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-36.pyc │ │ └── cts_matrix_game.cpython-36.pyc │ └── cts_matrix_game.py ├── multiagentenv.py └── particle │ ├── __init__.py │ ├── __pycache__ │ ├── __init__.cpython-36.pyc │ ├── environment.cpython-36.pyc │ ├── multi_discrete.cpython-36.pyc │ └── particle.cpython-36.pyc │ ├── core.py │ ├── environment.py │ ├── multi_discrete.py │ ├── particle.py │ ├── scenario.py │ └── scenarios │ ├── __init__.py │ ├── __pycache__ │ └── __init__.cpython-36.pyc │ ├── continuous_pred_prey_3a.py │ ├── continuous_pred_prey_6a.py │ └── continuous_pred_prey_9a.py ├── learners ├── EA_facmac_learner_discrete.py ├── __init__.py ├── __pycache__ │ ├── EA_facmac_learner_discrete.cpython-36.pyc │ ├── __init__.cpython-36.pyc │ ├── cq_learner.cpython-36.pyc │ ├── facmac_learner.cpython-36.pyc │ ├── facmac_learner_discrete.cpython-36.pyc │ ├── maddpg_learner.cpython-36.pyc │ └── maddpg_learner_discrete.cpython-36.pyc ├── cq_learner.py ├── facmac_learner.py ├── facmac_learner_discrete.py ├── maddpg_learner.py └── maddpg_learner_discrete.py ├── main.py ├── modules ├── __init__.py ├── __pycache__ │ └── __init__.cpython-36.pyc ├── agents │ ├── EA_qmix_agent.py │ ├── __init__.py │ ├── __pycache__ │ │ ├── EA_qmix_agent.cpython-36.pyc │ │ ├── __init__.cpython-36.pyc │ │ ├── comix_agent.cpython-36.pyc │ │ ├── mlp_agent.cpython-36.pyc │ │ ├── qmix_agent.cpython-36.pyc │ │ └── rnn_agent.cpython-36.pyc │ ├── comix_agent.py │ ├── mlp_agent.py │ ├── qmix_agent.py │ └── rnn_agent.py ├── critics │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-36.pyc │ │ ├── facmac.cpython-36.pyc │ │ └── maddpg.cpython-36.pyc │ ├── facmac.py │ └── maddpg.py └── mixers │ ├── __init__.py │ ├── __pycache__ │ ├── __init__.cpython-36.pyc │ ├── qmix.cpython-36.pyc │ ├── qmix_ablations.cpython-36.pyc │ └── vdn.cpython-36.pyc │ ├── qmix.py │ ├── qmix_ablations.py │ └── vdn.py ├── run.py 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