├── .github └── ISSUE_TEMPLATE │ ├── bug_report.md │ ├── custom.md │ └── feature_request.md ├── .gitignore ├── .idea ├── .gitignore ├── inspectionProfiles │ └── profiles_settings.xml ├── misc.xml ├── modules.xml ├── offpolicy.iml └── vcs.xml ├── LICENSE ├── README.md ├── environment.yaml ├── offpolicy ├── __init__.py ├── algorithms │ ├── __init__.py │ ├── base │ │ ├── __init__.py │ │ ├── mlp_policy.py │ │ ├── recurrent_policy.py │ │ └── trainer.py │ ├── maddpg │ │ ├── __init__.py │ │ ├── algorithm │ │ │ ├── MADDPGPolicy.py │ │ │ ├── __init__.py │ │ │ └── actor_critic.py │ │ └── maddpg.py │ ├── matd3 │ │ ├── __init__.py │ │ ├── algorithm │ │ │ ├── MATD3Policy.py │ │ │ ├── __init__.py │ │ │ └── actor_critic.py │ │ └── matd3.py │ ├── mqmix │ │ ├── __init__.py │ │ ├── algorithm │ │ │ ├── __init__.py │ │ │ ├── agent_q_function.py │ │ │ ├── mQMixPolicy.py │ │ │ └── mq_mixer.py │ │ └── mqmix.py │ ├── mvdn │ │ ├── __init__.py │ │ ├── algorithm │ │ │ ├── __init__.py │ │ │ ├── mVDNPolicy.py │ │ │ └── mvdn_mixer.py │ │ └── mvdn.py │ ├── qmix │ │ ├── __init__.py │ │ ├── algorithm │ │ │ ├── QMixPolicy.py │ │ │ ├── __init__.py │ │ │ ├── agent_q_function.py │ │ │ └── q_mixer.py │ │ └── qmix.py │ ├── r_maddpg │ │ ├── __init__.py │ │ ├── algorithm │ │ │ ├── __init__.py │ │ │ ├── rMADDPGPolicy.py │ │ │ └── r_actor_critic.py │ │ └── r_maddpg.py │ ├── r_matd3 │ │ ├── __init__.py │ │ ├── algorithm │ │ │ ├── __init__.py │ │ │ ├── rMATD3Policy.py │ │ │ └── r_actor_critic.py │ │ └── r_matd3.py │ ├── utils │ │ ├── act.py │ │ ├── mlp.py │ │ └── rnn.py │ └── vdn │ │ ├── __init__.py │ │ ├── algorithm │ │ ├── VDNPolicy.py │ │ ├── __init__.py │ │ └── vdn_mixer.py │ │ └── vdn.py ├── config.py ├── envs │ ├── __init__.py │ ├── env_wrappers.py │ ├── mpe │ │ ├── MPE_Env.py │ │ ├── __init__.py │ │ ├── core.py │ │ ├── environment.py │ │ ├── multi_discrete.py │ │ ├── rendering.py │ │ ├── scenario.py │ │ └── scenarios │ │ │ ├── __init__.py │ │ │ ├── simple_adversary.py │ │ │ ├── simple_crypto.py │ │ │ ├── simple_crypto_display.py │ │ │ ├── simple_push.py │ │ │ ├── simple_reference.py │ │ │ ├── simple_speaker_listener.py │ │ │ ├── simple_spread.py │ │ │ ├── simple_tag.py │ │ │ └── simple_world_comm.py │ └── starcraft2 │ │ ├── StarCraft2_Env.py │ │ ├── __init__.py │ │ ├── multiagentenv.py │ │ └── smac_maps.py ├── runner │ ├── mlp │ │ ├── base_runner.py │ │ ├── mpe_runner.py │ │ └── smac_runner.py │ └── rnn │ │ ├── base_runner.py │ │ ├── mpe_runner.py │ │ └── smac_runner.py ├── scripts │ ├── __init__.py │ ├── clean_gpu.sh │ ├── clean_smac.sh │ ├── clean_zombie.sh │ ├── sweep_config │ │ ├── mpe_sweep.yaml │ │ └── smac_sweep.yaml │ ├── sync_wandb.sh │ ├── train │ │ ├── train_mpe.py │ │ └── train_smac.py │ ├── train_mpe_maddpg.sh │ ├── train_mpe_matd3.sh │ ├── train_mpe_mqmix.sh │ ├── train_mpe_qmix.sh │ ├── train_mpe_rmaddpg.sh │ ├── train_mpe_rmatd3.sh │ ├── train_mpe_vdn.sh │ ├── train_smac_qmix.sh │ ├── train_smac_rmaddpg.sh │ ├── train_smac_rmatd3.sh │ └── train_smac_vdn.sh └── utils 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