├── .flake8 ├── .gitignore ├── .isort.cfg ├── .pre-commit-config.yaml ├── LICENSE ├── README.md ├── configs ├── __init__.py ├── arguments.py ├── coma_config.py ├── idqn_config.py ├── qmix_config.py └── qtran_config.py ├── docs ├── awesome_marl.md ├── harl.md ├── marllib.md └── pymarl.md ├── marltoolkit ├── __init__.py ├── __version__.py ├── agents │ ├── __init__.py │ ├── ac_agent.py │ ├── base_agent.py │ ├── coma_agent.py │ ├── idqn_agent.py │ ├── maddpg_agent.py │ ├── mappo_agent.py │ ├── qatten_agent.py │ ├── qmix2_agent.py │ ├── qmix_agent.py │ ├── qtran_agent.py │ └── vdn_agent.py ├── data │ ├── __init__.py │ ├── base_buffer.py │ ├── ma_buffer.py │ ├── offpolicy_buffer.py │ ├── onpolicy_buffer.py │ └── shared_buffer.py ├── envs │ ├── __init__.py │ ├── base_env.py │ ├── pettingzoo │ │ ├── __init__.py │ │ ├── custom_env1.py │ │ ├── custom_env2.py │ │ └── pettingzoo_env.py │ ├── smacv1 │ │ ├── __init__.py │ │ ├── smac_env.py │ │ └── smac_vec_env.py │ ├── smacv2 │ │ ├── __init__.py │ │ └── smacv2_env.py │ ├── vec_env │ │ ├── __init__.py │ │ ├── base_vec_env.py │ │ ├── dummy_vec_env.py │ │ ├── subproc_vec_env.py │ │ ├── utils.py │ │ └── vec_monitor.py │ └── waregame │ │ ├── __init__.py │ │ └── wargame_wrapper.py ├── modules │ ├── __init__.py │ ├── actors │ │ ├── __init__.py │ │ ├── mlp.py │ │ ├── r_actor.py │ │ └── rnn.py │ ├── critics │ │ ├── __init__.py │ │ ├── coma.py │ │ ├── maddpg.py │ │ ├── mlp.py │ │ └── r_critic.py │ ├── mixers │ │ ├── __init__.py │ │ ├── qatten.py │ │ ├── qmixer.py │ │ ├── qtran.py │ │ └── vdn.py │ └── utils │ │ ├── __init__.py │ │ ├── act.py │ │ ├── common.py │ │ ├── distributions.py │ │ ├── popart.py │ │ └── valuenorm.py ├── runners │ ├── __init__.py │ ├── episode_runner.py │ ├── onpolicy_runner.py │ ├── parallel_episode_runner.py │ └── qtran_runner.py.py └── utils │ ├── __init__.py │ ├── env_utils.py │ ├── logger │ ├── __init__.py │ ├── base.py │ ├── base_orig.py │ ├── logging.py │ ├── logs.py │ ├── tensorboard.py │ └── wandb.py │ ├── lr_scheduler.py │ ├── model_utils.py │ ├── progressbar.py │ ├── timer.py │ └── transforms.py ├── requirements.txt └── scripts ├── main_coma.py ├── main_idqn.py ├── main_mappo.py ├── main_qmix.py ├── main_qtran.py ├── main_vdn.py ├── run.sh ├── smac_runner.py ├── test_multi_env.py └── test_multi_env2.py /.flake8: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jianzhnie/deep-marl-toolkit/HEAD/.flake8 -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jianzhnie/deep-marl-toolkit/HEAD/.gitignore -------------------------------------------------------------------------------- /.isort.cfg: -------------------------------------------------------------------------------- 1 | [settings] 2 | known_third_party =numpy,smac,torch,wandb 3 | 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