├── .gitignore ├── .readthedocs.yml ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── CONTRIBUTING_CN.md ├── LICENSE.txt ├── README.md ├── README_CN.md ├── docs ├── .DS_Store ├── Makefile ├── environment.yml ├── make.bat └── source │ ├── .DS_Store │ ├── _extra │ └── figures │ │ └── favicon │ │ └── favicon.svg │ ├── _static │ ├── configs │ │ ├── a2c │ │ │ ├── atari.yaml │ │ │ ├── box2d │ │ │ │ ├── BipedalWalker-v3.yaml │ │ │ │ └── LunarLander-v2.yaml │ │ │ ├── classic_control │ │ │ │ ├── Acrobot-v1.yaml │ │ │ │ ├── CartPole-v1.yaml │ │ │ │ ├── MountainCar-v0.yaml │ │ │ │ └── Pendulum-v1.yaml │ │ │ └── mujoco.yaml │ │ ├── basic.yaml │ │ ├── c51 │ │ │ ├── atari.yaml │ │ │ ├── box2d │ │ │ │ ├── CarRacing-v2.yaml │ │ │ │ └── LunarLander-v2.yaml │ │ │ └── classic_control │ │ │ │ ├── Acrobot-v1.yaml │ │ │ │ ├── CartPole-v1.yaml │ │ │ │ └── MountainCar-v0.yaml │ │ ├── coma │ │ │ ├── mpe │ │ │ │ └── simple_spread_v3.yaml │ │ │ └── sc2 │ │ │ │ ├── 1c3s5z.yaml │ │ │ │ ├── 25m.yaml │ │ │ │ ├── 2m_vs_1z.yaml │ │ │ │ ├── 2s3z.yaml │ │ │ │ ├── 3m.yaml │ │ │ │ ├── 5m_vs_6m.yaml │ │ │ │ ├── 8m.yaml │ │ │ │ ├── 8m_vs_9m.yaml │ │ │ │ ├── MMM2.yaml │ │ │ │ └── corridor.yaml │ │ ├── dcg │ │ │ ├── mpe │ │ │ │ └── simple_spread_v3.yaml │ │ │ └── sc2 │ │ │ │ ├── 1c3s5z.yaml │ │ │ │ ├── 25m.yaml │ │ │ │ ├── 2m_vs_1z.yaml │ │ │ │ ├── 2s3z.yaml │ │ │ │ ├── 3m.yaml │ │ │ │ ├── 5m_vs_6m.yaml │ │ │ │ ├── 8m.yaml │ │ │ │ ├── 8m_vs_9m.yaml │ │ │ │ ├── MMM2.yaml │ │ │ │ └── corridor.yaml │ │ ├── ddpg │ │ │ ├── box2d │ │ │ │ └── BipedalWalker-v3.yaml │ │ │ ├── classic_control │ │ │ │ └── Pendulum-v1.yaml │ │ │ ├── drones.yaml │ │ │ └── mujoco.yaml │ │ ├── ddqn │ │ │ ├── atari.yaml │ │ │ ├── box2d │ │ │ │ ├── CarRacing-v2.yaml │ │ │ │ └── LunarLander-v2.yaml │ │ │ └── classic_control │ │ │ │ ├── Acrobot-v1.yaml │ │ │ │ ├── CartPole-v1.yaml │ │ │ │ └── MountainCar-v0.yaml │ │ ├── dqn │ │ │ ├── atari.yaml │ │ │ ├── box2d │ │ │ │ ├── CarRacing-v2.yaml │ │ │ │ └── LunarLander-v2.yaml │ │ │ └── classic_control │ │ │ │ ├── Acrobot-v1.yaml │ │ │ │ ├── CartPole-v1.yaml │ │ │ │ └── MountainCar-v0.yaml │ │ ├── drqn │ │ │ ├── atari.yaml │ │ │ ├── box2d │ │ │ │ ├── CarRacing-v2.yaml │ │ │ │ └── LunarLander-v2.yaml │ │ │ └── classic_control │ │ │ │ ├── Acrobot-v1.yaml │ │ │ │ ├── CartPole-v1.yaml │ │ │ │ └── MountainCar-v0.yaml │ │ ├── dueldqn │ │ │ ├── atari.yaml │ │ │ ├── box2d │ │ │ │ ├── CarRacing-v2.yaml │ │ │ │ └── LunarLander-v2.yaml │ │ │ └── classic_control │ │ │ │ ├── Acrobot-v1.yaml │ │ │ │ ├── CartPole-v1.yaml │ │ │ │ └── MountainCar-v0.yaml │ │ ├── iac │ │ │ ├── mpe │ │ │ │ └── simple_spread_v3.yaml │ │ │ └── sc2 │ │ │ │ ├── 1c3s5z.yaml │ │ │ │ ├── 25m.yaml │ │ │ │ ├── 2m_vs_1z.yaml │ │ │ │ ├── 2s3z.yaml │ │ │ │ ├── 3m.yaml │ │ │ │ ├── 5m_vs_6m.yaml │ │ │ │ ├── 8m.yaml │ │ │ │ ├── 8m_vs_9m.yaml │ │ │ │ ├── MMM2.yaml │ │ │ │ └── corridor.yaml │ │ ├── iddpg │ │ │ ├── drones.yaml │ │ │ └── mpe │ │ │ │ ├── simple_adversary_v3.yaml │ │ │ │ ├── simple_push_v3.yaml │ │ │ │ ├── simple_reference_v3.yaml │ │ │ │ └── simple_spread_v3.yaml │ │ ├── ippo │ │ │ ├── football │ │ │ │ └── 3v1.yaml │ │ │ ├── mpe │ │ │ │ └── simple_spread_v3.yaml │ │ │ └── sc2 │ │ │ │ ├── 1c3s5z.yaml │ │ │ │ ├── 25m.yaml │ │ │ │ ├── 2m_vs_1z.yaml │ │ │ │ ├── 2s3z.yaml │ │ │ │ ├── 3m.yaml │ │ │ │ ├── 5m_vs_6m.yaml │ │ │ │ ├── 8m.yaml │ │ │ │ ├── 8m_vs_9m.yaml │ │ │ │ ├── MMM2.yaml │ │ │ │ └── corridor.yaml │ │ ├── iql │ │ │ ├── football │ │ │ │ └── 3v1.yaml │ │ │ ├── magent2 │ │ │ │ └── adversarial_pursuit_v4.yaml │ │ │ ├── mpe │ │ │ │ └── simple_spread_v3.yaml │ │ │ ├── robotic_warehouse │ │ │ │ └── rware-tiny-2ag-v1.yaml │ │ │ └── sc2 │ │ │ │ ├── 1c3s5z.yaml │ │ │ │ ├── 25m.yaml │ │ │ │ ├── 2m_vs_1z.yaml │ │ │ │ ├── 2s3z.yaml │ │ │ │ ├── 3m.yaml │ │ │ │ ├── 5m_vs_6m.yaml │ │ │ │ ├── 8m.yaml │ │ │ │ ├── 8m_vs_9m.yaml │ │ │ │ ├── MMM2.yaml │ │ │ │ └── corridor.yaml │ │ ├── isac │ │ │ └── mpe │ │ │ │ ├── simple_adversary_v3.yaml │ │ │ │ ├── simple_push_v3.yaml │ │ │ │ └── simple_spread_v3.yaml │ │ ├── maddpg │ │ │ ├── drones.yaml │ │ │ ├── mpe │ │ │ │ ├── simple_adversary_v3.yaml │ │ │ │ ├── simple_push_v3.yaml │ │ │ │ └── simple_spread_v3.yaml │ │ │ └── new_env_mas.yaml │ │ ├── mappo │ │ │ ├── football │ │ │ │ ├── 1v1.yaml │ │ │ │ └── 3v1.yaml │ │ │ ├── mpe │ │ │ │ ├── simple_adversary_v3.yaml │ │ │ │ ├── simple_push_v3.yaml │ │ │ │ └── simple_spread_v3.yaml │ │ │ ├── robotic_warehouse │ │ │ │ └── rware-tiny-2ag-v1.yaml │ │ │ └── sc2 │ │ │ │ ├── 1c3s5z.yaml │ │ │ │ ├── 25m.yaml │ │ │ │ ├── 2m_vs_1z.yaml │ │ │ │ ├── 2s3z.yaml │ │ │ │ ├── 3m.yaml │ │ │ │ ├── 5m_vs_6m.yaml │ │ │ │ ├── 8m.yaml │ │ │ │ ├── 8m_vs_9m.yaml │ │ │ │ ├── MMM2.yaml │ │ │ │ └── corridor.yaml │ │ ├── masac │ │ │ └── mpe │ │ │ │ ├── simple_adversary_v3.yaml │ │ │ │ ├── simple_push_v3.yaml │ │ │ │ └── simple_spread_v3.yaml │ │ ├── matd3 │ │ │ └── mpe │ │ │ │ ├── simple_adversary_v3.yaml │ │ │ │ ├── simple_push_v3.yaml │ │ │ │ └── simple_spread_v3.yaml │ │ ├── mfac │ │ │ └── mpe │ │ │ │ └── simple_spread_v3.yaml │ │ ├── mfq │ │ │ ├── magent2 │ │ │ │ └── adversarial_pursuit_v4.yaml │ │ │ └── mpe │ │ │ │ └── simple_spread_v3.yaml │ │ ├── mpdqn │ │ │ └── Platform.yaml │ │ ├── noisydqn │ │ │ ├── atari.yaml │ │ │ ├── box2d │ │ │ │ ├── CarRacing-v2.yaml │ │ │ │ └── LunarLander-v2.yaml │ │ │ └── classic_control │ │ │ │ ├── Acrobot-v1.yaml │ │ │ │ ├── CartPole-v1.yaml │ │ │ │ └── MountainCar-v0.yaml │ │ ├── pdqn │ │ │ └── Platform.yaml │ │ ├── perdqn │ │ │ ├── atari.yaml │ │ │ ├── box2d │ │ │ │ ├── CarRacing-v2.yaml │ │ │ │ └── LunarLander-v2.yaml │ │ │ └── classic_control │ │ │ │ ├── Acrobot-v1.yaml │ │ │ │ ├── CartPole-v1.yaml │ │ │ │ └── MountainCar-v0.yaml │ │ ├── pg │ │ │ ├── box2d │ │ │ │ ├── BipedalWalker-v3.yaml │ │ │ │ └── LunarLander-v2.yaml │ │ │ ├── classic_control │ │ │ │ ├── Acrobot-v1.yaml │ │ │ │ ├── CartPole-v1.yaml │ │ │ │ └── Pendulum-v1.yaml │ │ │ └── mujoco.yaml │ │ ├── ppg │ │ │ ├── box2d │ │ │ │ ├── BipedalWalker-v3.yaml │ │ │ │ └── LunarLander-v2.yaml │ │ │ ├── classic_control │ │ │ │ ├── Acrobot-v1.yaml │ │ │ │ ├── CartPole-v1.yaml │ │ │ │ ├── MountainCar-v0.yaml │ │ │ │ └── Pendulum-v1.yaml │ │ │ └── mujoco.yaml │ │ ├── ppo │ │ │ ├── atari.yaml │ │ │ ├── box2d │ │ │ │ ├── BipedalWalker-v3.yaml │ │ │ │ ├── CarRacing-v2.yaml │ │ │ │ └── LunarLander-v2.yaml │ │ │ ├── classic_control │ │ │ │ ├── Acrobot-v1.yaml │ │ │ │ ├── CartPole-v1.yaml │ │ │ │ ├── MountainCar-v0.yaml │ │ │ │ └── Pendulum-v1.yaml │ │ │ ├── drones.yaml │ │ │ ├── metadrive.yaml │ │ │ ├── minigrid.yaml │ │ │ └── mujoco.yaml │ │ ├── qmix │ │ │ ├── football │ │ │ │ └── 3v1.yaml │ │ │ ├── mpe │ │ │ │ └── simple_spread_v3.yaml │ │ │ ├── robotic_warehouse │ │ │ │ └── rware-tiny-2ag-v1.yaml │ │ │ └── sc2 │ │ │ │ ├── 1c3s5z.yaml │ │ │ │ ├── 25m.yaml │ │ │ │ ├── 2m_vs_1z.yaml │ │ │ │ ├── 2s3z.yaml │ │ │ │ ├── 3m.yaml │ │ │ │ ├── 5m_vs_6m.yaml │ │ │ │ ├── 8m.yaml │ │ │ │ ├── 8m_vs_9m.yaml │ │ │ │ ├── MMM2.yaml │ │ │ │ └── corridor.yaml │ │ ├── qrdqn │ │ │ ├── atari.yaml │ │ │ ├── box2d │ │ │ │ ├── CarRacing-v2.yaml │ │ │ │ └── LunarLander-v2.yaml │ │ │ └── classic_control │ │ │ │ ├── Acrobot-v1.yaml │ │ │ │ ├── CartPole-v1.yaml │ │ │ │ └── MountainCar-v0.yaml │ │ ├── qtran │ │ │ ├── mpe │ │ │ │ └── simple_spread_v3.yaml │ │ │ └── sc2 │ │ │ │ ├── 1c3s5z.yaml │ │ │ │ ├── 25m.yaml │ │ │ │ ├── 2m_vs_1z.yaml │ │ │ │ ├── 2s3z.yaml │ │ │ │ ├── 3m.yaml │ │ │ │ ├── 5m_vs_6m.yaml │ │ │ │ ├── 8m.yaml │ │ │ │ ├── 8m_vs_9m.yaml │ │ │ │ ├── MMM2.yaml │ │ │ │ └── corridor.yaml │ │ ├── random │ │ │ └── mpe │ │ │ │ ├── simple_adversary.yaml │ │ │ │ ├── simple_push.yaml │ │ │ │ └── simple_spread.yaml │ │ ├── sac │ │ │ ├── atari.yaml │ │ │ ├── box2d │ │ │ │ ├── BipedalWalker-v3.yaml │ │ │ │ └── LunarLander-v2.yaml │ │ │ ├── classic_control │ │ │ │ ├── Acrobot-v1.yaml │ │ │ │ ├── CartPole-v1.yaml │ │ │ │ ├── MountainCar-v0.yaml │ │ │ │ └── Pendulum-v1.yaml │ │ │ ├── drones.yaml │ │ │ ├── metadrive.yaml │ │ │ └── mujoco.yaml │ │ ├── spdqn │ │ │ └── Platform.yaml │ │ ├── td3 │ │ │ ├── box2d │ │ │ │ └── BipedalWalker-v3.yaml │ │ │ ├── classic_control │ │ │ │ └── Pendulum-v1.yaml │ │ │ └── mujoco.yaml │ │ ├── vdac │ │ │ ├── mpe │ │ │ │ └── simple_spread_v3.yaml │ │ │ └── sc2 │ │ │ │ ├── 1c3s5z.yaml │ │ │ │ ├── 25m.yaml │ │ │ │ ├── 2m_vs_1z.yaml │ │ │ │ ├── 2s3z.yaml │ │ │ │ ├── 3m.yaml │ │ │ │ ├── 5m_vs_6m.yaml │ │ │ │ ├── 8m.yaml │ │ │ │ ├── 8m_vs_9m.yaml │ │ │ │ ├── MMM2.yaml │ │ │ │ └── corridor.yaml │ │ ├── vdn │ │ │ ├── football │ │ │ │ └── 3v1.yaml │ │ │ ├── mpe │ │ │ │ └── simple_spread_v3.yaml │ │ │ ├── new_env_mas.yaml │ │ │ ├── robotic_warehouse │ │ │ │ └── rware-tiny-2ag-v1.yaml │ │ │ └── sc2 │ │ │ │ ├── 1c3s5z.yaml │ │ │ │ ├── 25m.yaml │ │ │ │ ├── 2m_vs_1z.yaml │ │ │ │ ├── 2s3z.yaml │ │ │ │ ├── 3m.yaml │ │ │ │ ├── 5m_vs_6m.yaml │ │ │ │ ├── 8m.yaml │ │ │ │ ├── 8m_vs_9m.yaml │ │ │ │ ├── MMM2.yaml │ │ │ │ └── corridor.yaml │ │ └── wqmix │ │ │ ├── mpe │ │ │ └── simple_spread_v3.yaml │ │ │ └── sc2 │ │ │ ├── 1c3s5z.yaml │ │ │ ├── 25m.yaml │ │ │ ├── 2m_vs_1z.yaml │ │ │ ├── 2s3z.yaml │ │ │ ├── 3m.yaml │ │ │ ├── 5m_vs_6m.yaml │ │ │ ├── 8m.yaml │ │ │ ├── 8m_vs_9m.yaml │ │ │ ├── MMM2.yaml │ │ │ └── corridor.yaml │ ├── css │ │ └── xuance.css │ └── figures │ │ ├── DL_tools_logo │ │ ├── mindspore.svg │ │ ├── pytorch.svg │ │ └── tensorflow.svg │ │ ├── Official_Account_Wechat.JPG │ │ ├── QQ_group_1.JPG │ │ ├── QQ_group_2.JPG │ │ ├── algo_framework │ │ ├── COMA_framework.png │ │ ├── CommNet_framework.png │ │ ├── DCG-Performance-Comparison.png │ │ ├── DCG_value_factorization.png │ │ ├── GRU.png │ │ ├── IC3Net_framework.png │ │ ├── IQL_Climbing_Penalty.png │ │ ├── IQL_ConvRate_Games.png │ │ ├── IQL_ConvRate_MultiAgent.png │ │ ├── IQL_GLIE_Param.png │ │ ├── IQL_Stochastic_Climbing.png │ │ ├── LSTM.png │ │ ├── MADDPG_framework.png │ │ ├── MASAC_framework.png │ │ ├── QTRAN_Algorithm-Performance-Comparison.png │ │ ├── QTRAN_Diagram.png │ │ ├── QTRAN_Single-step-Mode.png │ │ ├── TarMAC_Schematic.png │ │ ├── TarMAC_Timing.png │ │ ├── TarMAC_Traffic.png │ │ ├── VDACsum_framework.png │ │ ├── VDACvmix_framework.png │ │ ├── VDN-v2-architecture_ablation_study.png │ │ ├── VDN_2d_grid_environment.png │ │ ├── VDN_comparison.png │ │ ├── a2c_framework.png │ │ ├── curl_framework.png │ │ ├── dqn_framework.png │ │ ├── dreamerv2_generate_trajectories.png │ │ ├── dreamerv2_world_model_framework.png │ │ ├── dreamerv3_ablation.png │ │ ├── dreamerv3_model_framework.png │ │ ├── duel_dqn_networks.png │ │ ├── qmix_framework.png │ │ ├── spr_framework.png │ │ ├── wqmix_framework.png │ │ ├── wqmix_table1.png │ │ └── wqmix_table2.png │ │ ├── atari │ │ ├── adventure.gif │ │ ├── air_raid.gif │ │ ├── alien.gif │ │ ├── amidar.gif │ │ ├── assault.gif │ │ ├── asterix.gif │ │ ├── asteroids.gif │ │ ├── atlantis.gif │ │ ├── bank_heist.gif │ │ └── battle_zone.gif │ │ ├── box2d │ │ ├── bipedal_walker.gif │ │ ├── car_racing.gif │ │ └── lunar_lander.gif │ │ ├── classic_control │ │ ├── acrobot.gif │ │ ├── cart_pole.gif │ │ ├── mountain_car.gif │ │ ├── mountain_car_continuous.gif │ │ └── pendulum.gif │ │ ├── debug.png │ │ ├── drones │ │ ├── helix.gif │ │ ├── marl.gif │ │ └── rl.gif │ │ ├── favicon │ │ ├── apple-touch-icon.png │ │ ├── favicon-96x96.png │ │ ├── favicon.ico │ │ ├── favicon.svg │ │ ├── site.webmanifest │ │ ├── web-app-manifest-192x192.png │ │ └── web-app-manifest-512x512.png │ │ ├── football │ │ └── gfootball.png │ │ ├── log │ │ ├── tensorboard.png │ │ └── wandb.png │ │ ├── logo_1.png │ │ ├── logo_2.png │ │ ├── magent │ │ ├── battle.gif │ │ ├── battlefield.gif │ │ └── tiger_deer.gif │ │ ├── metadrive │ │ └── metadeive_teaser_1.gif │ │ ├── minigrid │ │ ├── BlockedUnlockPickupEnv.gif │ │ ├── GoTo.gif │ │ ├── GoToDoorEnv.gif │ │ ├── GoToLocal.gif │ │ ├── GoToObj.gif │ │ ├── GoToRedBall.gif │ │ ├── GoToRedBallGrey.gif │ │ ├── GoToRedBallNoDists.gif │ │ ├── LockedRoomEnv.gif │ │ ├── MemoryEnv.gif │ │ ├── PlaygroundEnv.gif │ │ └── RedBlueDoorEnv.gif │ │ ├── mpe │ │ ├── mpe_simple_adversary.gif │ │ ├── mpe_simple_push.gif │ │ ├── mpe_simple_reference.gif │ │ └── mpe_simple_spread.gif │ │ ├── mujoco │ │ ├── ant.gif │ │ ├── half_cheetah.gif │ │ ├── hopper.gif │ │ ├── humanoid.gif │ │ ├── humanoid_standup.gif │ │ ├── inverted_double_pendulum.gif │ │ ├── inverted_pendulum.gif │ │ ├── pusher.gif │ │ ├── reacher.gif │ │ ├── swimmer.gif │ │ └── walker2d.gif │ │ ├── pseucodes │ │ ├── curl-pytorch.png │ │ ├── pseucode-C51.png │ │ ├── pseucode-COMA.png │ │ ├── pseucode-DCG-1.png │ │ ├── pseucode-DCG-2.png │ │ ├── pseucode-DCG-3.png │ │ ├── pseucode-DDPG.png │ │ ├── pseucode-DQN.png │ │ ├── pseucode-DrQ.png │ │ ├── pseucode-IQL-Distributed.png │ │ ├── pseucode-IQL-Recursive.png │ │ ├── pseucode-IQL-WoLF.png │ │ ├── pseucode-MADDPG.png │ │ ├── pseucode-MAPPO.png │ │ ├── pseucode-MASAC.png │ │ ├── pseucode-MATD3.png │ │ ├── pseucode-MFAC.png │ │ ├── pseucode-MFQ.png │ │ ├── pseucode-MPDQN.png │ │ ├── pseucode-NPG.png │ │ ├── pseucode-PDQN.png │ │ ├── pseucode-PERDQN.png │ │ ├── pseucode-PPO.png │ │ ├── pseucode-QRDQN.png │ │ ├── pseucode-QTRAN.png │ │ ├── pseucode-SAC.png │ │ ├── pseucode-SPR.png │ │ └── pseucode-TD3.png │ │ ├── rware │ │ ├── collision1.gif │ │ ├── collision2.gif │ │ ├── collision3.gif │ │ └── rware.gif │ │ ├── smac │ │ └── smac.png │ │ ├── tuning_tool │ │ ├── tune_dqn_pareto-front_plot.png │ │ └── tune_dqn_plot.png │ │ └── xuance_framework.png │ ├── conf.py │ ├── documents │ ├── CONTRIBUTING.md │ ├── algorithms │ │ ├── crl.rst │ │ ├── crl │ │ │ ├── curl.md │ │ │ ├── curl_agent.md │ │ │ ├── drq.md │ │ │ ├── drq_agent.md │ │ │ ├── spr.md │ │ │ └── spr_agent.md │ │ ├── drl.rst │ │ ├── drl │ │ │ ├── a2c.md │ │ │ ├── c51.md │ │ │ ├── ddpg.md │ │ │ ├── ddqn.md │ │ │ ├── dqn.md │ │ │ ├── drqn.md │ │ │ ├── dueldqn.md │ │ │ ├── mpdqn.md │ │ │ ├── noisydqn.md │ │ │ ├── npg.md │ │ │ ├── pdqn.md │ │ │ ├── perdqn.md │ │ │ ├── pg.md │ │ │ ├── ppg.md │ │ │ ├── ppoclip.md │ │ │ ├── ppokl.md │ │ │ ├── qrdqn.md │ │ │ ├── sac.md │ │ │ ├── spdqn.md │ │ │ └── td3.md │ │ ├── marl.rst │ │ ├── marl │ │ │ ├── coma.md │ │ │ ├── commnet.md │ │ │ ├── dcg.md │ │ │ ├── iac.md │ │ │ ├── ic3net.md │ │ │ ├── iddpg.md │ │ │ ├── ippo.md │ │ │ ├── iql.md │ │ │ ├── isac.md │ │ │ ├── maddpg.md │ │ │ ├── mappo.md │ │ │ ├── masac.md │ │ │ ├── matd3.md │ │ │ ├── mfac.md │ │ │ ├── mfq.md │ │ │ ├── qmix.md │ │ │ ├── qtran.md │ │ │ ├── tarmac.md │ │ │ ├── vdac.md │ │ │ ├── vdn.md │ │ │ └── wqmix.md │ │ ├── mbrl │ │ │ ├── dreamer_v2.md │ │ │ ├── dreamer_v3.md │ │ │ └── harmony_dream.md │ │ ├── model_based_rl.rst │ │ ├── offline │ │ │ └── td3bc.md │ │ └── offline_rl.rst │ ├── api │ │ ├── common.rst │ │ ├── common │ │ │ ├── callback.rst │ │ │ ├── common_tools.rst │ │ │ ├── memory_offline.rst │ │ │ ├── memory_tools.rst │ │ │ ├── memory_tools_marl.rst │ │ │ ├── offline_util.rst │ │ │ ├── segtree_tool.rst │ │ │ ├── statistic_tools.rst │ │ │ └── tuning_tools.rst │ │ ├── configs.rst │ │ ├── configs │ │ │ ├── basic_configurations.rst │ │ │ ├── configuration_examples.rst │ │ │ ├── custom_configurations.rst │ │ │ ├── example_marl.rst │ │ │ ├── example_policy_based.rst │ │ │ └── example_value_based.rst │ │ ├── environments.rst │ │ ├── environments │ │ │ ├── multi_agent_env.rst │ │ │ ├── multi_agent_env │ │ │ │ ├── drones.rst │ │ │ │ ├── football.rst │ │ │ │ ├── lists │ │ │ │ │ └── mpe_list.html │ │ │ │ ├── magent2.rst │ │ │ │ ├── mpe.md │ │ │ │ ├── robotic_warehouse.rst │ │ │ │ └── smac.rst │ │ │ ├── single_agent_env.rst │ │ │ ├── single_agent_env │ │ │ │ ├── gym.md │ │ │ │ ├── gym_platform.md │ │ │ │ ├── img.png │ │ │ │ ├── lists │ │ │ │ │ ├── atari_list.html │ │ │ │ │ ├── babyai_list.html │ │ │ │ │ ├── box2d_list.html │ │ │ │ │ ├── classic_control_list.html │ │ │ │ │ ├── minigrid_list.html │ │ │ │ │ └── mujoco_list.html │ │ │ │ ├── metadrive.md │ │ │ │ └── minigrid.md │ │ │ ├── utils.rst │ │ │ ├── utils │ │ │ │ ├── base.rst │ │ │ │ └── wrapper.rst │ │ │ ├── vector_envs.rst │ │ │ └── vector_envs │ │ │ │ ├── dummy_vec_env.rst │ │ │ │ ├── env_utils.rst │ │ │ │ ├── subprocess_vec_env.rst │ │ │ │ └── vector_env.rst │ │ ├── mindspore.rst │ │ ├── mindspore │ │ │ ├── agents.rst │ │ │ ├── agents │ │ │ │ ├── base.rst │ │ │ │ ├── contrastive_unsupervised_rl.rst │ │ │ │ ├── core.rst │ │ │ │ ├── model_based_rl.rst │ │ │ │ ├── multi_agent_rl.rst │ │ │ │ ├── offline_rl.rst │ │ │ │ ├── policy_gradient.rst │ │ │ │ └── qlearning_family.rst │ │ │ ├── communications.rst │ │ │ ├── learners.rst │ │ │ ├── learners │ │ │ │ ├── contrastive_unsupervised_rl.rst │ │ │ │ ├── learner.rst │ │ │ │ ├── model_based.rst │ │ │ │ ├── multi_agent_rl.rst │ │ │ │ ├── offline.rst │ │ │ │ ├── policy_gradient.rst │ │ │ │ └── qlearning_family.rst │ │ │ ├── policies.rst │ │ │ ├── representations.rst │ │ │ ├── runners.rst │ │ │ └── utils.rst │ │ ├── tensorflow.rst │ │ ├── tensorflow │ │ │ ├── agents.rst │ │ │ ├── agents │ │ │ │ ├── base.rst │ │ │ │ ├── contrastive_unsupervised_rl.rst │ │ │ │ ├── core.rst │ │ │ │ ├── model_based_rl.rst │ │ │ │ ├── multi_agent_rl.rst │ │ │ │ ├── offline_rl.rst │ │ │ │ ├── policy_gradient.rst │ │ │ │ └── qlearning_family.rst │ │ │ ├── communications.rst │ │ │ ├── learners.rst │ │ │ ├── learners │ │ │ │ ├── contrastive_unsupervised_rl.rst │ │ │ │ ├── learner.rst │ │ │ │ ├── model_based.rst │ │ │ │ ├── multi_agent_rl.rst │ │ │ │ ├── offline.rst │ │ │ │ ├── policy_gradient.rst │ │ │ │ └── qlearning_family.rst │ │ │ ├── policies.rst │ │ │ ├── representations.rst │ │ │ ├── runners.rst │ │ │ └── utils.rst │ │ ├── torch.rst │ │ └── torch │ │ │ ├── agents.rst │ │ │ ├── agents │ │ │ ├── base.rst │ │ │ ├── contrastive_unsupervised_rl.rst │ │ │ ├── core.rst │ │ │ ├── model_based_rl.rst │ │ │ ├── multi_agent_rl.rst │ │ │ ├── offline_rl.rst │ │ │ ├── policy_gradient.rst │ │ │ └── qlearning_family.rst │ │ │ ├── communications.rst │ │ │ ├── learners.rst │ │ │ ├── learners │ │ │ ├── contrastive_unsupervised_rl.rst │ │ │ ├── learner.rst │ │ │ ├── model_based.rst │ │ │ ├── multi_agent_rl.rst │ │ │ ├── offline.rst │ │ │ ├── policy_gradient.rst │ │ │ └── qlearning_family.rst │ │ │ ├── policies.rst │ │ │ ├── representations.rst │ │ │ ├── runners.rst │ │ │ └── utils.rst │ ├── benchmark │ │ ├── atari.rst │ │ ├── mujoco.rst │ │ ├── mujoco │ │ │ ├── fig_0_Ant.png │ │ │ ├── fig_1_HalfCheetah.png │ │ │ ├── fig_2_Hopper.png │ │ │ ├── fig_3_HumanoidStandup.png │ │ │ ├── fig_4_Humanoid.png │ │ │ ├── fig_5_InvertedDoublePendulum.png │ │ │ ├── fig_6_InvertedPendulum.png │ │ │ ├── fig_7_Reacher.png │ │ │ ├── fig_8_Swimmer.png │ │ │ └── fig_9_Walker2d.png │ │ ├── smac.rst │ │ └── smac │ │ │ ├── fig_0_2m_vs_1z.png │ │ │ ├── fig_1_3m.png │ │ │ ├── fig_2_8m.png │ │ │ ├── fig_3_1c3s5z.png │ │ │ ├── fig_4_2s3z.png │ │ │ ├── fig_5_25m.png │ │ │ ├── fig_6_5m_vs_6m.png │ │ │ ├── fig_7_8m_vs_9m.png │ │ │ └── fig_8_MMM2.png │ ├── release_log.rst │ └── usage │ │ ├── basic_usage.rst │ │ ├── custom_algorithm.rst │ │ ├── custom_algorithm │ │ ├── custom_drl_algorithm.rst │ │ └── custom_marl_algorithm.rst │ │ ├── custom_callback.rst │ │ ├── custom_env.rst │ │ ├── custom_env │ │ ├── custom_drl_env.rst │ │ └── custom_marl_env.rst │ │ ├── further_usage.rst │ │ └── installation.rst │ ├── index.rst │ └── notebook-colab │ ├── further_usage.ipynb │ ├── new_algorithm.ipynb │ ├── new_drl_envs.ipynb │ ├── new_marl_envs.ipynb │ └── quick_start.ipynb ├── examples ├── a2c │ ├── a2c_atari.py │ ├── a2c_carracing.py │ ├── a2c_cartpole.py │ ├── a2c_configs │ │ ├── a2c_atari.yaml │ │ ├── a2c_carracing.yaml │ │ ├── a2c_cartpole.yaml │ │ ├── a2c_minigrid.yaml │ │ ├── a2c_mujoco.yaml │ │ └── a2c_pendulum.yaml │ ├── a2c_minigrid.py │ ├── a2c_mujoco.py │ └── a2c_pendulum.py ├── benchmark.py ├── benchmark_marl.py ├── c51 │ ├── c51_atari.py │ ├── c51_carracing.py │ ├── c51_cartpole.py │ ├── c51_configs │ │ ├── c51_atari.yaml │ │ ├── c51_carracing.yaml │ │ ├── c51_cartpole.yaml │ │ └── c51_minigrid.yaml │ └── c51_minigrid.py ├── coma │ ├── coma_football.py │ ├── coma_football_configs │ │ └── 3v1.yaml │ ├── coma_mpe_configs │ │ └── simple_spread_v3.yaml │ ├── coma_sc2.py │ ├── coma_sc2_configs │ │ ├── 1c3s5z.yaml │ │ ├── 25m.yaml │ │ ├── 2m_vs_1z.yaml │ │ ├── 2s3z.yaml │ │ ├── 3m.yaml │ │ ├── 5m_vs_6m.yaml │ │ ├── 8m.yaml │ │ ├── 8m_vs_9m.yaml │ │ ├── MMM2.yaml │ │ └── corridor.yaml │ └── coma_simple_spread.py ├── commnet │ ├── commnet_mpe_configs │ │ └── simple_spread_v3.yaml │ ├── commnet_sc2.py │ ├── commnet_sc2_configs │ │ ├── 2s3z.yaml │ │ ├── 3m.yaml │ │ └── 8m.yaml │ └── commnet_simple_spread.py ├── curl │ ├── curl_atari.py │ └── curl_configs │ │ └── curl_atari.yaml ├── dcg │ ├── dcg_football.py │ ├── dcg_football_configs │ │ └── 3v1.yaml │ ├── dcg_rware.py │ ├── dcg_rware_configs │ │ └── rware-tiny-2ag-v1.yaml │ ├── dcg_sc2.py │ └── dcg_sc2_configs │ │ ├── 1c3s5z.yaml │ │ ├── 25m.yaml │ │ ├── 2m_vs_1z.yaml │ │ ├── 2s3z.yaml │ │ ├── 3m.yaml │ │ ├── 5m_vs_6m.yaml │ │ ├── 8m.yaml │ │ ├── 8m_vs_9m.yaml │ │ ├── MMM2.yaml │ │ └── corridor.yaml ├── ddpg │ ├── ddpg_configs │ │ ├── ddpg_mujoco.yaml │ │ └── ddpg_pendulum.yaml │ ├── ddpg_mujoco.py │ └── ddpg_pendulum.py ├── ddqn │ ├── ddqn_atari.py │ ├── ddqn_carracing.py │ ├── ddqn_cartpole.py │ ├── ddqn_configs │ │ ├── ddqn_atari.yaml │ │ ├── ddqn_carracing.yaml │ │ ├── ddqn_cartpole.yaml │ │ └── ddqn_minigrid.yaml │ └── ddqn_minigrid.py ├── demo.py ├── demo_marl.py ├── dgn │ ├── dgn_agents.py │ ├── dgn_learner.py │ ├── dgn_mpe_configs │ │ └── simple_spread_v3.yaml │ ├── dgn_policy.py │ ├── dgn_sc2.py │ ├── dgn_sc2_configs │ │ ├── 2s3z.yaml │ │ ├── 3m.yaml │ │ └── 8m.yaml │ └── dgn_simple_spread.py ├── dqn │ ├── dqn_atari.py │ ├── dqn_carracing.py │ ├── dqn_cartpole.py │ ├── dqn_configs │ │ ├── dqn_atari.yaml │ │ ├── dqn_carracing.yaml │ │ ├── dqn_cartpole.yaml │ │ └── dqn_minigrid.yaml │ └── dqn_minigrid.py ├── dreamer_v2 │ ├── config │ │ ├── CartPole-v1.yaml │ │ ├── Pendulum-v1.yaml │ │ └── atari.yaml │ ├── dreamer_v2_atari.py │ ├── dreamer_v2_cartpole.py │ └── dreamer_v2_pendulum.py ├── dreamer_v3 │ ├── config │ │ ├── CartPole-v1.yaml │ │ ├── Pendulum-v1.yaml │ │ └── atari.yaml │ ├── dreamer_v3_atari.py │ ├── dreamer_v3_cartpole.py │ └── dreamer_v3_pendulum.py ├── drones │ └── demo_drones.py ├── drq │ ├── drq_atari.py │ └── drq_configs │ │ └── drq_atari.yaml ├── drqn │ ├── drqn_atari.py │ ├── drqn_carracing.py │ ├── drqn_cartpole.py │ ├── drqn_configs │ │ ├── drqn_atari.yaml │ │ ├── drqn_carracing.yaml │ │ ├── drqn_cartpole.yaml │ │ └── drqn_minigrid.yaml │ └── drqn_minigrid.py ├── dueldqn │ ├── dueldqn_atari.py │ ├── dueldqn_carracing.py │ ├── dueldqn_cartpole.py │ ├── dueldqn_configs │ │ ├── dueldqn_atari.yaml │ │ ├── dueldqn_carracing.yaml │ │ ├── dueldqn_cartpole.yaml │ │ └── dueldqn_minigrid.yaml │ └── dueldqn_minigrid.py ├── hyperparameter_tuning │ ├── tune_dqn.py │ └── tune_dqn_multiobjective.py ├── iac │ ├── iac_football.py │ ├── iac_football_configs │ │ └── 3v1.yaml │ ├── iac_mpe_configs │ │ └── simple_spread_v3.yaml │ ├── iac_sc2.py │ ├── iac_sc2_configs │ │ ├── 1c3s5z.yaml │ │ ├── 25m.yaml │ │ ├── 2m_vs_1z.yaml │ │ ├── 2s3z.yaml │ │ ├── 3m.yaml │ │ ├── 5m_vs_6m.yaml │ │ ├── 8m.yaml │ │ ├── 8m_vs_9m.yaml │ │ ├── MMM2.yaml │ │ └── corridor.yaml │ └── iac_simple_spread.py ├── ic3net │ ├── ic3net_mpe_configs │ │ └── simple_spread_v3.yaml │ ├── ic3net_sc2.py │ ├── ic3net_sc2_configs │ │ ├── 2s3z.yaml │ │ ├── 3m.yaml │ │ └── 8m.yaml │ └── ic3net_simple_spread.py ├── iddpg │ ├── iddpg_mpe_configs │ │ └── simple_spread_v3.yaml │ └── iddpg_simple_spread.py ├── ippo │ ├── ippo_football.py │ ├── ippo_football_configs │ │ └── 3v1.yaml │ ├── ippo_mpe_configs │ │ └── simple_spread_v3.yaml │ ├── ippo_sc2.py │ ├── ippo_sc2_configs │ │ ├── 1c3s5z.yaml │ │ ├── 25m.yaml │ │ ├── 2m_vs_1z.yaml │ │ ├── 2s3z.yaml │ │ ├── 3m.yaml │ │ ├── 5m_vs_6m.yaml │ │ ├── 8m.yaml │ │ ├── 8m_vs_9m.yaml │ │ ├── MMM2.yaml │ │ └── corridor.yaml │ └── ippo_simple_spread.py ├── isac │ ├── isac_mpe_configs │ │ └── simple_spread_v3.yaml │ └── isac_simple_spread.py ├── maddpg │ ├── maddpg_mpe_configs │ │ ├── simple_adversary_v3_independent.yaml │ │ ├── simple_adversary_v3_sharing.yaml │ │ └── simple_spread_v3.yaml │ ├── maddpg_simple_adversary.py │ └── maddpg_simple_spread.py ├── mappo │ ├── mappo_football.py │ ├── mappo_football_configs │ │ └── 3v1.yaml │ ├── mappo_mpe_configs │ │ └── simple_spread_v3.yaml │ ├── mappo_sc2.py │ ├── mappo_sc2_configs │ │ ├── 1c3s5z.yaml │ │ ├── 25m.yaml │ │ ├── 2m_vs_1z.yaml │ │ ├── 2s3z.yaml │ │ ├── 3m.yaml │ │ ├── 5m_vs_6m.yaml │ │ ├── 8m.yaml │ │ ├── 8m_vs_9m.yaml │ │ ├── MMM2.yaml │ │ └── corridor.yaml │ └── mappo_simple_spread.py ├── masac │ ├── masac_mpe_configs │ │ └── simple_spread_v3.yaml │ └── masac_simple_spread.py ├── matd3 │ ├── matd3_mpe_configs │ │ └── simple_spread_v3.yaml │ └── matd3_simple_spread.py ├── new_algorithm │ ├── new_marl.py │ ├── new_marl.yaml │ ├── new_rl.py │ └── new_rl.yaml ├── new_environments │ ├── ddpg_new_env.py │ ├── dqn_new_env.py │ ├── ippo_new_env.py │ ├── new_configs │ │ ├── ddpg_new_env.yaml │ │ ├── dqn_new_env.yaml │ │ ├── ippo_new_env.yaml │ │ ├── ppo_new_env.yaml │ │ ├── sac_new_env.yaml │ │ └── td3_new_env.yaml │ ├── ppo_new_env.py │ ├── sac_new_env.py │ └── td3_new_env.py ├── noisydqn │ ├── noisydqn_atari.py │ ├── noisydqn_carracing.py │ ├── noisydqn_cartpole.py │ ├── noisydqn_configs │ │ ├── noisydqn_atari.yaml │ │ ├── noisydqn_carracing.yaml │ │ ├── noisydqn_cartpole.yaml │ │ └── noisydqn_minigrid.yaml │ └── noisydqn_minigrid.py ├── pg │ ├── pg_atari.py │ ├── pg_carracing.py │ ├── pg_cartpole.py │ ├── pg_configs │ │ ├── pg_atari.yaml │ │ ├── pg_carracing.yaml │ │ ├── pg_cartpole.yaml │ │ ├── pg_minigrid.yaml │ │ ├── pg_mujoco.yaml │ │ └── pg_pendulum.yaml │ ├── pg_minigrid.py │ ├── pg_mujoco.py │ └── pg_pendulum.py ├── ppg │ ├── ppg_atari.py │ ├── ppg_carracing.py │ ├── ppg_cartpole.py │ ├── ppg_configs │ │ ├── ppg_atari.yaml │ │ ├── ppg_carracing.yaml │ │ ├── ppg_cartpole.yaml │ │ ├── ppg_minigrid.yaml │ │ ├── ppg_mujoco.yaml │ │ └── ppg_pendulum.yaml │ ├── ppg_minigrid.py │ ├── ppg_mujoco.py │ └── ppg_pendulum.py ├── ppo │ ├── ppo_atari.py │ ├── ppo_carracing.py │ ├── ppo_cartpole.py │ ├── ppo_configs │ │ ├── ppo_atari.yaml │ │ ├── ppo_carracing.yaml │ │ ├── ppo_cartpole.yaml │ │ ├── ppo_drones.yaml │ │ ├── ppo_metadrive.yaml │ │ ├── ppo_minigrid.yaml │ │ ├── ppo_mujoco.yaml │ │ └── ppo_pendulum.yaml │ ├── ppo_drones.py │ ├── ppo_metadrive.py │ ├── ppo_minigrid.py │ ├── ppo_mujoco.py │ └── ppo_pendulum.py ├── qmix │ ├── qmix_football.py │ ├── qmix_football_configs │ │ └── 3v1.yaml │ ├── qmix_rware.py │ ├── qmix_rware_configs │ │ └── rware-tiny-2ag-v1.yaml │ ├── qmix_sc2.py │ └── qmix_sc2_configs │ │ ├── 1c3s5z.yaml │ │ ├── 25m.yaml │ │ ├── 2m_vs_1z.yaml │ │ ├── 2s3z.yaml │ │ ├── 3m.yaml │ │ ├── 5m_vs_6m.yaml │ │ ├── 8m.yaml │ │ ├── 8m_vs_9m.yaml │ │ ├── MMM2.yaml │ │ └── corridor.yaml ├── qrdqn │ ├── qrdqn_atari.py │ ├── qrdqn_carracing.py │ ├── qrdqn_cartpole.py │ ├── qrdqn_configs │ │ ├── qrdqn_atari.yaml │ │ ├── qrdqn_carracing.yaml │ │ ├── qrdqn_cartpole.yaml │ │ └── qrdqn_minigrid.yaml │ └── qrdqn_minigrid.py ├── sac │ ├── sac_cartpole.py │ ├── sac_configs │ │ ├── sac_cartpole.yaml │ │ ├── sac_metadrive.yaml │ │ ├── sac_mujoco.yaml │ │ ├── sac_mujoco_humanoid.yaml │ │ ├── sac_mujoco_humanoid_standup.yaml │ │ └── sac_pendulum.yaml │ ├── sac_metadrive.py │ ├── sac_mujoco.py │ └── sac_pendulum.py ├── spr │ ├── spr_atari.py │ └── spr_configs │ │ └── spr_atari.yaml ├── tarmac │ ├── tarmac_mpe_configs │ │ └── simple_spread_v3.yaml │ ├── tarmac_sc2.py │ ├── tarmac_sc2_configs │ │ ├── 2s3z.yaml │ │ ├── 3m.yaml │ │ └── 8m.yaml │ └── tarmac_simple_spread.py ├── td3 │ ├── td3_configs │ │ ├── td3_mujoco.yaml │ │ └── td3_pendulum.yaml │ ├── td3_mujoco.py │ └── td3_pendulum.py ├── td3_bc │ ├── buffer.py │ ├── halfcheetah.py │ ├── hopper.py │ ├── offline.py │ ├── offline_utils.py │ ├── td3_bc_agent.py │ ├── td3_bc_configs │ │ ├── td3_bc_halfcheetah.yaml │ │ ├── td3_bc_hopper.yaml │ │ └── td3_bc_walker2d.yaml │ ├── td3_bc_halfcheetah.py │ ├── td3_bc_learner.py │ ├── td3_bc_walker2d.py │ ├── utils.py │ └── walker2d.py ├── vdac │ ├── vdac_football.py │ ├── vdac_football_configs │ │ └── 3v1.yaml │ ├── vdac_mpe_configs │ │ └── simple_spread_v3.yaml │ ├── vdac_sc2.py │ ├── vdac_sc2_configs │ │ ├── 1c3s5z.yaml │ │ ├── 25m.yaml │ │ ├── 2m_vs_1z.yaml │ │ ├── 2s3z.yaml │ │ ├── 3m.yaml │ │ ├── 5m_vs_6m.yaml │ │ ├── 8m.yaml │ │ ├── 8m_vs_9m.yaml │ │ ├── MMM2.yaml │ │ └── corridor.yaml │ └── vdac_simple_spread.py ├── vdn │ ├── vdn_football.py │ ├── vdn_football_configs │ │ └── 3v1.yaml │ ├── vdn_rware.py │ ├── vdn_rware_configs │ │ └── rware-tiny-2ag-v1.yaml │ ├── vdn_sc2.py │ └── vdn_sc2_configs │ │ ├── 1c3s5z.yaml │ │ ├── 25m.yaml │ │ ├── 2m_vs_1z.yaml │ │ ├── 2s3z.yaml │ │ ├── 3m.yaml │ │ ├── 5m_vs_6m.yaml │ │ ├── 8m.yaml │ │ ├── 8m_vs_9m.yaml │ │ ├── MMM2.yaml │ │ └── corridor.yaml └── wqmix │ ├── wqmix_sc2.py │ └── wqmix_sc2_configs │ ├── 1c3s5z.yaml │ ├── 25m.yaml │ ├── 2m_vs_1z.yaml │ ├── 2s3z.yaml │ ├── 3m.yaml │ ├── 5m_vs_6m.yaml │ ├── 8m.yaml │ ├── 8m_vs_9m.yaml │ ├── MMM2.yaml │ └── corridor.yaml ├── img.png ├── quick_start.py ├── setup.py ├── tests ├── mindspore │ ├── test_ms_marl_based.py │ ├── test_ms_policy_based.py │ └── test_ms_value_based.py ├── tensorflow │ ├── test_tf_marl_based.py │ ├── test_tf_policy_based.py │ └── test_tf_value_based.py ├── torch │ ├── test_atari.py │ ├── test_football.py │ ├── test_smac.py │ ├── test_torch_marl_based.py │ ├── test_torch_model_based.py │ ├── test_torch_offline_based.py │ ├── test_torch_policy_based.py │ └── test_torch_value_based.py └── tune │ └── test_hyperparameters_tuning.py └── xuance ├── __init__.py ├── common ├── __init__.py ├── callback.py ├── common_tools.py ├── memory_offline.py ├── memory_tools.py ├── memory_tools_marl.py ├── offline_util.py ├── segtree_tool.py ├── statistic_tools.py └── tuning_tools │ ├── __init__.py │ ├── hyperparameters │ ├── __init__.py │ ├── a2c.py │ ├── c51.py │ ├── coma.py │ ├── dcg.py │ ├── ddpg.py │ ├── ddqn.py │ ├── dqn.py │ ├── drqn.py │ ├── dueldqn.py │ ├── iac.py │ ├── iddpg.py │ ├── ippo.py │ ├── iql.py │ ├── isac.py │ ├── maddpg.py │ ├── mappo.py │ ├── masac.py │ ├── matd3.py │ ├── noisydqn.py │ ├── perdqn.py │ ├── pg.py │ ├── ppg.py │ ├── ppo.py │ ├── qmix.py │ ├── qrdqn.py │ ├── qtran.py │ ├── sac.py │ ├── td3.py │ ├── vdac.py │ ├── vdn.py │ └── wqmix.py │ └── tuning_tool.py ├── configs ├── __init__.py ├── a2c │ ├── atari.yaml │ ├── box2d │ │ ├── BipedalWalker-v3.yaml │ │ └── LunarLander-v3.yaml │ ├── classic_control │ │ ├── Acrobot-v1.yaml │ │ ├── CartPole-v1.yaml │ │ ├── MountainCar-v0.yaml │ │ └── Pendulum-v1.yaml │ └── mujoco.yaml ├── basic.yaml ├── c51 │ ├── atari.yaml │ ├── box2d │ │ ├── CarRacing-v2.yaml │ │ └── LunarLander-v2.yaml │ └── classic_control │ │ ├── Acrobot-v1.yaml │ │ ├── CartPole-v1.yaml │ │ └── MountainCar-v0.yaml ├── coma │ ├── mpe │ │ └── simple_spread_v3.yaml │ └── sc2 │ │ ├── 1c3s5z.yaml │ │ ├── 25m.yaml │ │ ├── 2m_vs_1z.yaml │ │ ├── 2s3z.yaml │ │ ├── 3m.yaml │ │ ├── 5m_vs_6m.yaml │ │ ├── 8m.yaml │ │ ├── 8m_vs_9m.yaml │ │ ├── MMM2.yaml │ │ └── corridor.yaml ├── commnet │ ├── mpe │ │ └── simple_spread_v3.yaml │ └── sc2 │ │ ├── 2s3z.yaml │ │ ├── 3m.yaml │ │ └── 8m.yaml ├── dcg │ ├── mpe │ │ └── simple_spread_v3.yaml │ └── sc2 │ │ ├── 1c3s5z.yaml │ │ ├── 25m.yaml │ │ ├── 2m_vs_1z.yaml │ │ ├── 2s3z.yaml │ │ ├── 3m.yaml │ │ ├── 5m_vs_6m.yaml │ │ ├── 8m.yaml │ │ ├── 8m_vs_9m.yaml │ │ ├── MMM2.yaml │ │ └── corridor.yaml ├── ddpg │ ├── box2d │ │ └── BipedalWalker-v3.yaml │ ├── classic_control │ │ └── Pendulum-v1.yaml │ ├── drones.yaml │ └── mujoco.yaml ├── ddqn │ ├── atari.yaml │ ├── box2d │ │ ├── CarRacing-v2.yaml │ │ └── LunarLander-v2.yaml │ └── classic_control │ │ ├── Acrobot-v1.yaml │ │ ├── CartPole-v1.yaml │ │ └── MountainCar-v0.yaml ├── dqn │ ├── atari.yaml │ ├── box2d │ │ ├── CarRacing-v2.yaml │ │ └── LunarLander-v2.yaml │ └── classic_control │ │ ├── Acrobot-v1.yaml │ │ ├── CartPole-v1.yaml │ │ └── MountainCar-v0.yaml ├── dreamerv2 │ ├── atari.yaml │ └── classic_control │ │ ├── CartPole-v1.yaml │ │ └── Pendulum-v1.yaml ├── dreamerv3 │ ├── atari.yaml │ └── classic_control │ │ ├── CartPole-v1.yaml │ │ └── Pendulum-v1.yaml ├── drqn │ ├── atari.yaml │ ├── box2d │ │ ├── CarRacing-v2.yaml │ │ └── LunarLander-v2.yaml │ └── classic_control │ │ ├── Acrobot-v1.yaml │ │ ├── CartPole-v1.yaml │ │ └── MountainCar-v0.yaml ├── dueldqn │ ├── atari.yaml │ ├── box2d │ │ ├── CarRacing-v2.yaml │ │ └── LunarLander-v2.yaml │ └── classic_control │ │ ├── Acrobot-v1.yaml │ │ ├── CartPole-v1.yaml │ │ └── MountainCar-v0.yaml ├── iac │ ├── mpe │ │ └── simple_spread_v3.yaml │ └── sc2 │ │ ├── 1c3s5z.yaml │ │ ├── 25m.yaml │ │ ├── 2m_vs_1z.yaml │ │ ├── 2s3z.yaml │ │ ├── 3m.yaml │ │ ├── 5m_vs_6m.yaml │ │ ├── 8m.yaml │ │ ├── 8m_vs_9m.yaml │ │ ├── MMM2.yaml │ │ └── corridor.yaml ├── ic3net │ └── mpe │ │ └── simple_spread_v3.yaml ├── iddpg │ ├── drones.yaml │ └── mpe │ │ ├── simple_adversary_v3.yaml │ │ ├── simple_push_v3.yaml │ │ ├── simple_reference_v3.yaml │ │ └── simple_spread_v3.yaml ├── ippo │ ├── football │ │ └── 3v1.yaml │ ├── mpe │ │ └── simple_spread_v3.yaml │ └── sc2 │ │ ├── 1c3s5z.yaml │ │ ├── 25m.yaml │ │ ├── 2m_vs_1z.yaml │ │ ├── 2s3z.yaml │ │ ├── 3m.yaml │ │ ├── 5m_vs_6m.yaml │ │ ├── 8m.yaml │ │ ├── 8m_vs_9m.yaml │ │ ├── MMM2.yaml │ │ └── corridor.yaml ├── iql │ ├── football │ │ ├── 1v1.yaml │ │ └── 3v1.yaml │ ├── magent2 │ │ └── adversarial_pursuit_v4.yaml │ ├── mpe │ │ └── simple_spread_v3.yaml │ ├── robotic_warehouse │ │ └── rware-tiny-2ag-v1.yaml │ └── sc2 │ │ ├── 1c3s5z.yaml │ │ ├── 25m.yaml │ │ ├── 2m_vs_1z.yaml │ │ ├── 2s3z.yaml │ │ ├── 3m.yaml │ │ ├── 5m_vs_6m.yaml │ │ ├── 8m.yaml │ │ ├── 8m_vs_9m.yaml │ │ ├── MMM2.yaml │ │ └── corridor.yaml ├── isac │ └── mpe │ │ ├── simple_adversary_v3.yaml │ │ ├── simple_push_v3.yaml │ │ └── simple_spread_v3.yaml ├── maddpg │ ├── drones.yaml │ ├── mpe │ │ ├── simple_adversary_v3.yaml │ │ ├── simple_push_v3.yaml │ │ └── simple_spread_v3.yaml │ └── new_env_mas.yaml ├── mappo │ ├── football │ │ ├── 1v1.yaml │ │ └── 3v1.yaml │ ├── mpe │ │ ├── simple_adversary_v3.yaml │ │ ├── simple_push_v3.yaml │ │ └── simple_spread_v3.yaml │ ├── robotic_warehouse │ │ └── rware-tiny-2ag-v2.yaml │ └── sc2 │ │ ├── 1c3s5z.yaml │ │ ├── 25m.yaml │ │ ├── 2m_vs_1z.yaml │ │ ├── 2s3z.yaml │ │ ├── 3m.yaml │ │ ├── 5m_vs_6m.yaml │ │ ├── 8m.yaml │ │ ├── 8m_vs_9m.yaml │ │ ├── MMM2.yaml │ │ └── corridor.yaml ├── masac │ └── mpe │ │ ├── simple_adversary_v3.yaml │ │ ├── simple_push_v3.yaml │ │ └── simple_spread_v3.yaml ├── matd3 │ └── mpe │ │ ├── simple_adversary_v3.yaml │ │ ├── simple_push_v3.yaml │ │ └── simple_spread_v3.yaml ├── mfac │ └── mpe │ │ └── simple_spread_v3.yaml ├── mfq │ ├── magent2 │ │ └── adversarial_pursuit_v4.yaml │ └── mpe │ │ └── simple_spread_v3.yaml ├── mpdqn │ └── Platform.yaml ├── noisydqn │ ├── atari.yaml │ ├── box2d │ │ ├── CarRacing-v2.yaml │ │ └── LunarLander-v2.yaml │ └── classic_control │ │ ├── Acrobot-v1.yaml │ │ ├── CartPole-v1.yaml │ │ └── MountainCar-v0.yaml ├── npg │ ├── box2d │ │ ├── BipedalWalker-v3.yaml │ │ └── LunarLander-v2.yaml │ ├── classic_control │ │ ├── Acrobot-v1.yaml │ │ ├── CartPole-v1.yaml │ │ └── Pendulum-v1.yaml │ └── mujoco.yaml ├── pdqn │ └── Platform.yaml ├── perdqn │ ├── atari.yaml │ ├── box2d │ │ ├── CarRacing-v2.yaml │ │ └── LunarLander-v2.yaml │ └── classic_control │ │ ├── Acrobot-v1.yaml │ │ ├── CartPole-v1.yaml │ │ └── MountainCar-v0.yaml ├── pg │ ├── box2d │ │ ├── BipedalWalker-v3.yaml │ │ └── LunarLander-v2.yaml │ ├── classic_control │ │ ├── Acrobot-v1.yaml │ │ ├── CartPole-v1.yaml │ │ └── Pendulum-v1.yaml │ └── mujoco.yaml ├── ppg │ ├── box2d │ │ ├── BipedalWalker-v3.yaml │ │ └── LunarLander-v2.yaml │ ├── classic_control │ │ ├── Acrobot-v1.yaml │ │ ├── CartPole-v1.yaml │ │ ├── MountainCar-v0.yaml │ │ └── Pendulum-v1.yaml │ └── mujoco.yaml ├── ppo │ ├── atari.yaml │ ├── box2d │ │ ├── BipedalWalker-v3.yaml │ │ ├── CarRacing-v2.yaml │ │ └── LunarLander-v2.yaml │ ├── classic_control │ │ ├── Acrobot-v1.yaml │ │ ├── CartPole-v1.yaml │ │ ├── MountainCar-v0.yaml │ │ └── Pendulum-v1.yaml │ ├── drones.yaml │ ├── metadrive.yaml │ ├── minigrid.yaml │ └── mujoco.yaml ├── qmix │ ├── football │ │ └── 3v1.yaml │ ├── mpe │ │ └── simple_spread_v3.yaml │ ├── robotic_warehouse │ │ └── rware-tiny-2ag-v1.yaml │ └── sc2 │ │ ├── 1c3s5z.yaml │ │ ├── 25m.yaml │ │ ├── 2m_vs_1z.yaml │ │ ├── 2s3z.yaml │ │ ├── 3m.yaml │ │ ├── 5m_vs_6m.yaml │ │ ├── 8m.yaml │ │ ├── 8m_vs_9m.yaml │ │ ├── MMM2.yaml │ │ └── corridor.yaml ├── qrdqn │ ├── atari.yaml │ ├── box2d │ │ ├── CarRacing-v2.yaml │ │ └── LunarLander-v2.yaml │ └── classic_control │ │ ├── Acrobot-v1.yaml │ │ ├── CartPole-v1.yaml │ │ └── MountainCar-v0.yaml ├── qtran │ ├── mpe │ │ └── simple_spread_v3.yaml │ └── sc2 │ │ ├── 1c3s5z.yaml │ │ ├── 25m.yaml │ │ ├── 2m_vs_1z.yaml │ │ ├── 2s3z.yaml │ │ ├── 3m.yaml │ │ ├── 5m_vs_6m.yaml │ │ ├── 8m.yaml │ │ ├── 8m_vs_9m.yaml │ │ ├── MMM2.yaml │ │ └── corridor.yaml ├── random │ └── mpe │ │ ├── simple_adversary.yaml │ │ ├── simple_push.yaml │ │ └── simple_spread.yaml ├── sac │ ├── atari.yaml │ ├── box2d │ │ ├── BipedalWalker-v3.yaml │ │ └── LunarLander-v2.yaml │ ├── classic_control │ │ ├── Acrobot-v1.yaml │ │ ├── CartPole-v1.yaml │ │ ├── MountainCar-v0.yaml │ │ └── Pendulum-v1.yaml │ ├── drones.yaml │ ├── metadrive.yaml │ └── mujoco.yaml ├── spdqn │ └── Platform.yaml ├── tarmac │ ├── mpe │ │ └── simple_spread_v3.yaml │ └── sc2 │ │ ├── 2s3z.yaml │ │ ├── 3m.yaml │ │ └── 8m.yaml ├── td3 │ ├── box2d │ │ └── BipedalWalker-v3.yaml │ ├── classic_control │ │ └── Pendulum-v1.yaml │ └── mujoco.yaml ├── td3bc │ ├── mujoco.yaml │ ├── td3_bc_hopper.yaml │ └── td3_bc_walker2d.yaml ├── vdac │ ├── mpe │ │ └── simple_spread_v3.yaml │ └── sc2 │ │ ├── 1c3s5z.yaml │ │ ├── 25m.yaml │ │ ├── 2m_vs_1z.yaml │ │ ├── 2s3z.yaml │ │ ├── 3m.yaml │ │ ├── 5m_vs_6m.yaml │ │ ├── 8m.yaml │ │ ├── 8m_vs_9m.yaml │ │ ├── MMM2.yaml │ │ └── corridor.yaml ├── vdn │ ├── football │ │ └── 3v1.yaml │ ├── mpe │ │ └── simple_spread_v3.yaml │ ├── new_env_mas.yaml │ ├── robotic_warehouse │ │ └── rware-tiny-2ag-v1.yaml │ └── sc2 │ │ ├── 1c3s5z.yaml │ │ ├── 25m.yaml │ │ ├── 2m_vs_1z.yaml │ │ ├── 2s3z.yaml │ │ ├── 3m.yaml │ │ ├── 5m_vs_6m.yaml │ │ ├── 8m.yaml │ │ ├── 8m_vs_9m.yaml │ │ ├── MMM2.yaml │ │ └── corridor.yaml └── wqmix │ ├── mpe │ └── simple_spread_v3.yaml │ └── sc2 │ ├── 1c3s5z.yaml │ ├── 25m.yaml │ ├── 2m_vs_1z.yaml │ ├── 2s3z.yaml │ ├── 3m.yaml │ ├── 5m_vs_6m.yaml │ ├── 8m.yaml │ ├── 8m_vs_9m.yaml │ ├── MMM2.yaml │ └── corridor.yaml ├── environment ├── __init__.py ├── multi_agent_env │ ├── __init__.py │ ├── drones.py │ ├── football.py │ ├── mpe.py │ ├── robotic_warehouse.py │ └── starcraft2.py ├── single_agent_env │ ├── __init__.py │ ├── atari.py │ ├── drones.py │ ├── gym.py │ ├── metadrive.py │ ├── minigrid.py │ └── platform.py ├── utils │ ├── __init__.py │ ├── base.py │ └── wrapper.py └── vector_envs │ ├── __init__.py │ ├── dummy │ ├── __init__.py │ ├── dummy_vec_env.py │ └── dummy_vec_maenv.py │ ├── env_utils.py │ ├── subprocess │ ├── __init__.py │ ├── subproc_vec_env.py │ └── subproc_vec_maenv.py │ └── vector_env.py ├── mindspore ├── __init__.py ├── agents │ ├── __init__.py │ ├── base │ │ ├── __init__.py │ │ ├── agent.py │ │ └── agents_marl.py │ ├── contrastive_unsupervised_rl │ │ ├── __init__.py │ │ ├── curl_agent.py │ │ ├── drq_agent.py │ │ └── spr_agent.py │ ├── core │ │ ├── __init__.py │ │ ├── off_policy.py │ │ ├── off_policy_marl.py │ │ ├── offline.py │ │ ├── on_policy.py │ │ └── on_policy_marl.py │ ├── model_based_rl │ │ ├── __init__.py │ │ ├── dreamer_v2_agent.py │ │ └── dreamer_v3_agent.py │ ├── multi_agent_rl │ │ ├── __init__.py │ │ ├── coma_agents.py │ │ ├── commnet_agents.py │ │ ├── dcg_agents.py │ │ ├── iac_agents.py │ │ ├── ic3net_agents.py │ │ ├── iddpg_agents.py │ │ ├── ippo_agents.py │ │ ├── iql_agents.py │ │ ├── isac_agents.py │ │ ├── maddpg_agents.py │ │ ├── mappo_agents.py │ │ ├── masac_agents.py │ │ ├── matd3_agents.py │ │ ├── mfac_agents.py │ │ ├── mfq_agents.py │ │ ├── qmix_agents.py │ │ ├── qtran_agents.py │ │ ├── tarmac_agents.py │ │ ├── vdac_agents.py │ │ ├── vdn_agents.py │ │ └── wqmix_agents.py │ ├── offline_rl │ │ ├── __init__.py │ │ └── td3bc_agent.py │ ├── policy_gradient │ │ ├── __init__.py │ │ ├── a2c_agent.py │ │ ├── ddpg_agent.py │ │ ├── mpdqn_agent.py │ │ ├── npg_agent.py │ │ ├── pdqn_agent.py │ │ ├── pg_agent.py │ │ ├── ppg_agent.py │ │ ├── ppoclip_agent.py │ │ ├── ppokl_agent.py │ │ ├── sac_agent.py │ │ ├── spdqn_agent.py │ │ └── td3_agent.py │ └── qlearning_family │ │ ├── __init__.py │ │ ├── c51_agent.py │ │ ├── ddqn_agent.py │ │ ├── dqn_agent.py │ │ ├── drqn_agent.py │ │ ├── dueldqn_agent.py │ │ ├── noisydqn_agent.py │ │ ├── perdqn_agent.py │ │ └── qrdqn_agent.py ├── communications │ ├── __init__.py │ ├── attention_comm.py │ ├── base_comm.py │ ├── comm_net.py │ ├── emergent_comm.py │ ├── gnn_comm.py │ └── ic3net_comm.py ├── learners │ ├── __init__.py │ ├── contrastive_unsupervised_rl │ │ ├── __init__.py │ │ ├── curl_learner.py │ │ ├── drq_learner.py │ │ └── spr_learner.py │ ├── learner.py │ ├── model_based │ │ ├── __init__.py │ │ ├── dreamer_v2_learner.py │ │ └── dreamer_v3_learner.py │ ├── multi_agent_rl │ │ ├── __init__.py │ │ ├── coma_learner.py │ │ ├── commnet_learner.py │ │ ├── dcg_learner.py │ │ ├── iac_learner.py │ │ ├── ic3net_learner.py │ │ ├── iddpg_learner.py │ │ ├── ippo_learner.py │ │ ├── iql_learner.py │ │ ├── isac_learner.py │ │ ├── isacdis_learner.py │ │ ├── maddpg_learner.py │ │ ├── mappo_learner.py │ │ ├── masac_learner.py │ │ ├── masacdis_learner.py │ │ ├── matd3_learner.py │ │ ├── mfac_learner.py │ │ ├── mfq_learner.py │ │ ├── qmix_learner.py │ │ ├── qtran_learner.py │ │ ├── tarmac_learner.py │ │ ├── vdac_learner.py │ │ ├── vdn_learner.py │ │ └── wqmix_learner.py │ ├── offline │ │ ├── __init__.py │ │ └── td3bc_learner.py │ ├── policy_gradient │ │ ├── __init__.py │ │ ├── a2c_learner.py │ │ ├── ddpg_learner.py │ │ ├── mpdqn_learner.py │ │ ├── npg_learner.py │ │ ├── pdqn_learner.py │ │ ├── pg_learner.py │ │ ├── ppg_learner.py │ │ ├── ppoclip_learner.py │ │ ├── ppokl_learner.py │ │ ├── sac_learner.py │ │ ├── sacdis_learner.py │ │ ├── spdqn_learner.py │ │ └── td3_learner.py │ └── qlearning_family │ │ ├── __init__.py │ │ ├── c51_learner.py │ │ ├── ddqn_learner.py │ │ ├── dqn_learner.py │ │ ├── drqn_learner.py │ │ ├── dueldqn_learner.py │ │ ├── perdqn_learner.py │ │ └── qrdqn_learner.py ├── policies │ ├── __init__.py │ ├── categorical.py │ ├── categorical_marl.py │ ├── coordination_graph.py │ ├── core.py │ ├── deterministic.py │ ├── deterministic_marl.py │ ├── dreamer.py │ ├── gaussian.py │ └── gaussian_marl.py ├── representations │ ├── __init__.py │ ├── cnn.py │ ├── mlp.py │ ├── rnn.py │ ├── vit.py │ ├── world_model.py │ └── world_model_v2.py ├── runners │ ├── __init__.py │ ├── runner_basic.py │ ├── runner_competition.py │ ├── runner_drl.py │ ├── runner_football.py │ ├── runner_magent.py │ ├── runner_marl.py │ ├── runner_offlinerl.py │ ├── runner_pettingzoo.py │ └── runner_sc2.py └── utils │ ├── __init__.py │ ├── distributions.py │ ├── harmonizer.py │ ├── layers.py │ ├── layers4dreamer.py │ ├── operations.py │ ├── set_trainer.py │ └── value_norm.py ├── tensorflow ├── __init__.py ├── agents │ ├── __init__.py │ ├── base │ │ ├── __init__.py │ │ ├── agent.py │ │ └── agents_marl.py │ ├── contrastive_unsupervised_rl │ │ ├── __init__.py │ │ ├── curl_agent.py │ │ ├── drq_agent.py │ │ └── spr_agent.py │ ├── core │ │ ├── __init__.py │ │ ├── off_policy.py │ │ ├── off_policy_marl.py │ │ ├── offline.py │ │ ├── on_policy.py │ │ └── on_policy_marl.py │ ├── model_based_rl │ │ ├── __init__.py │ │ ├── dreamer_v2_agent.py │ │ └── dreamer_v3_agent.py │ ├── multi_agent_rl │ │ ├── __init__.py │ │ ├── coma_agents.py │ │ ├── commnet_agents.py │ │ ├── dcg_agents.py │ │ ├── iac_agents.py │ │ ├── ic3net_agents.py │ │ ├── iddpg_agents.py │ │ ├── ippo_agents.py │ │ ├── iql_agents.py │ │ ├── isac_agents.py │ │ ├── maddpg_agents.py │ │ ├── mappo_agents.py │ │ ├── masac_agents.py │ │ ├── matd3_agents.py │ │ ├── mfac_agents.py │ │ ├── mfq_agents.py │ │ ├── qmix_agents.py │ │ ├── qtran_agents.py │ │ ├── tarmac_agents.py │ │ ├── vdac_agents.py │ │ ├── vdn_agents.py │ │ └── wqmix_agents.py │ ├── offline_rl │ │ ├── __init__.py │ │ └── td3bc_agent.py │ ├── policy_gradient │ │ ├── __init__.py │ │ ├── a2c_agent.py │ │ ├── ddpg_agent.py │ │ ├── mpdqn_agent.py │ │ ├── npg_agent.py │ │ ├── pdqn_agent.py │ │ ├── pg_agent.py │ │ ├── ppg_agent.py │ │ ├── ppoclip_agent.py │ │ ├── ppokl_agent.py │ │ ├── sac_agent.py │ │ ├── spdqn_agent.py │ │ └── td3_agent.py │ └── qlearning_family │ │ ├── __init__.py │ │ ├── c51_agent.py │ │ ├── ddqn_agent.py │ │ ├── dqn_agent.py │ │ ├── drqn_agent.py │ │ ├── dueldqn_agent.py │ │ ├── noisydqn_agent.py │ │ ├── perdqn_agent.py │ │ └── qrdqn_agent.py ├── communications │ ├── __init__.py │ ├── attention_comm.py │ ├── base_comm.py │ ├── comm_net.py │ ├── emergent_comm.py │ ├── gnn_comm.py │ └── ic3net_comm.py ├── learners │ ├── __init__.py │ ├── contrastive_unsupervised_rl │ │ ├── __init__.py │ │ ├── curl_learner.py │ │ ├── drq_learner.py │ │ └── spr_learner.py │ ├── learner.py │ ├── model_based │ │ ├── __init__.py │ │ ├── dreamer_v2_learner.py │ │ └── dreamer_v3_learner.py │ ├── multi_agent_rl │ │ ├── __init__.py │ │ ├── coma_learner.py │ │ ├── commnet_learner.py │ │ ├── dcg_learner.py │ │ ├── iac_learner.py │ │ ├── ic3net_learner.py │ │ ├── iddpg_learner.py │ │ ├── ippo_learner.py │ │ ├── iql_learner.py │ │ ├── isac_learner.py │ │ ├── isacdis_learner.py │ │ ├── maddpg_learner.py │ │ ├── mappo_learner.py │ │ ├── masac_learner.py │ │ ├── masacdis_learner.py │ │ ├── matd3_learner.py │ │ ├── mfac_learner.py │ │ ├── mfq_learner.py │ │ ├── qmix_learner.py │ │ ├── qtran_learner.py │ │ ├── tarmac_learner.py │ │ ├── vdac_learner.py │ │ ├── vdn_learner.py │ │ └── wqmix_learner.py │ ├── offline │ │ ├── __init__.py │ │ └── td3bc_learner.py │ ├── policy_gradient │ │ ├── __init__.py │ │ ├── a2c_learner.py │ │ ├── ddpg_learner.py │ │ ├── mpdqn_learner.py │ │ ├── npg_learner.py │ │ ├── pdqn_learner.py │ │ ├── pg_learner.py │ │ ├── ppg_learner.py │ │ ├── ppoclip_learner.py │ │ ├── ppokl_learner.py │ │ ├── sac_learner.py │ │ ├── sacdis_learner.py │ │ ├── spdqn_learner.py │ │ └── td3_learner.py │ └── qlearning_family │ │ ├── __init__.py │ │ ├── c51_learner.py │ │ ├── ddqn_learner.py │ │ ├── dqn_learner.py │ │ ├── drqn_learner.py │ │ ├── dueldqn_learner.py │ │ ├── perdqn_learner.py │ │ └── qrdqn_learner.py ├── policies │ ├── __init__.py │ ├── categorical.py │ ├── categorical_marl.py │ ├── coordination_graph.py │ ├── core.py │ ├── deterministic.py │ ├── deterministic_marl.py │ ├── dreamer.py │ ├── gaussian.py │ └── gaussian_marl.py ├── representations │ ├── __init__.py │ ├── cnn.py │ ├── mlp.py │ ├── rnn.py │ ├── vit.py │ ├── world_model.py │ └── world_model_v2.py ├── runners │ ├── __init__.py │ ├── runner_basic.py │ ├── runner_competition.py │ ├── runner_drl.py │ ├── runner_football.py │ ├── runner_magent.py │ ├── runner_marl.py │ ├── runner_offlinerl.py │ ├── runner_pettingzoo.py │ └── runner_sc2.py └── utils │ ├── __init__.py │ ├── distributions.py │ ├── harmonizer.py │ ├── layers.py │ ├── layers4dreamer.py │ ├── operations.py │ └── value_norm.py └── torch ├── __init__.py ├── agents ├── __init__.py ├── base │ ├── __init__.py │ ├── agent.py │ └── agents_marl.py ├── contrastive_unsupervised_rl │ ├── __init__.py │ ├── curl_agent.py │ ├── drq_agent.py │ └── spr_agent.py ├── core │ ├── __init__.py │ ├── off_policy.py │ ├── off_policy_marl.py │ ├── offline.py │ ├── on_policy.py │ └── on_policy_marl.py ├── model_based_rl │ ├── __init__.py │ ├── dreamer_v2_agent.py │ └── dreamer_v3_agent.py ├── multi_agent_rl │ ├── __init__.py │ ├── coma_agents.py │ ├── commnet_agents.py │ ├── dcg_agents.py │ ├── iac_agents.py │ ├── ic3net_agents.py │ ├── iddpg_agents.py │ ├── ippo_agents.py │ ├── iql_agents.py │ ├── isac_agents.py │ ├── maddpg_agents.py │ ├── mappo_agents.py │ ├── masac_agents.py │ ├── matd3_agents.py │ ├── mfac_agents.py │ ├── mfq_agents.py │ ├── qmix_agents.py │ ├── qtran_agents.py │ ├── tarmac_agents.py │ ├── vdac_agents.py │ ├── vdn_agents.py │ └── wqmix_agents.py ├── offline_rl │ ├── __init__.py │ └── td3bc_agent.py ├── policy_gradient │ ├── __init__.py │ ├── a2c_agent.py │ ├── ddpg_agent.py │ ├── mpdqn_agent.py │ ├── npg_agent.py │ ├── pdqn_agent.py │ ├── pg_agent.py │ ├── ppg_agent.py │ ├── ppoclip_agent.py │ ├── ppokl_agent.py │ ├── sac_agent.py │ ├── spdqn_agent.py │ └── td3_agent.py └── qlearning_family │ ├── __init__.py │ ├── c51_agent.py │ ├── ddqn_agent.py │ ├── dqn_agent.py │ ├── drqn_agent.py │ ├── dueldqn_agent.py │ ├── noisydqn_agent.py │ ├── perdqn_agent.py │ └── qrdqn_agent.py ├── communications ├── __init__.py ├── attention_comm.py ├── base_comm.py ├── comm_net.py ├── emergent_comm.py ├── gnn_comm.py └── ic3net_comm.py ├── learners ├── __init__.py ├── contrastive_unsupervised_rl │ ├── __init__.py │ ├── curl_learner.py │ ├── drq_learner.py │ └── spr_learner.py ├── learner.py ├── model_based │ ├── __init__.py │ ├── dreamer_v2_learner.py │ └── dreamer_v3_learner.py ├── multi_agent_rl │ ├── __init__.py │ ├── coma_learner.py │ ├── commnet_learner.py │ ├── dcg_learner.py │ ├── iac_learner.py │ ├── ic3net_learner.py │ ├── iddpg_learner.py │ ├── ippo_learner.py │ ├── iql_learner.py │ ├── isac_learner.py │ ├── isacdis_learner.py │ ├── maddpg_learner.py │ ├── mappo_learner.py │ ├── masac_learner.py │ ├── masacdis_learner.py │ ├── matd3_learner.py │ ├── mfac_learner.py │ ├── mfq_learner.py │ ├── qmix_learner.py │ ├── qtran_learner.py │ ├── tarmac_learner.py │ ├── vdac_learner.py │ ├── vdn_learner.py │ └── wqmix_learner.py ├── offline │ ├── __init__.py │ └── td3bc_learner.py ├── policy_gradient │ ├── __init__.py │ ├── a2c_learner.py │ ├── ddpg_learner.py │ ├── mpdqn_learner.py │ ├── npg_learner.py │ ├── pdqn_learner.py │ ├── pg_learner.py │ ├── ppg_learner.py │ ├── ppoclip_learner.py │ ├── ppokl_learner.py │ ├── sac_learner.py │ ├── sacdis_learner.py │ ├── spdqn_learner.py │ └── td3_learner.py └── qlearning_family │ ├── __init__.py │ ├── c51_learner.py │ ├── ddqn_learner.py │ ├── dqn_learner.py │ ├── drqn_learner.py │ ├── dueldqn_learner.py │ ├── perdqn_learner.py │ └── qrdqn_learner.py ├── policies ├── __init__.py ├── categorical.py ├── categorical_marl.py ├── coordination_graph.py ├── core.py ├── deterministic.py ├── deterministic_marl.py ├── dreamer.py ├── gaussian.py └── gaussian_marl.py ├── representations ├── __init__.py ├── cnn.py ├── mlp.py ├── rnn.py ├── vit.py ├── world_model.py └── world_model_v2.py ├── runners ├── __init__.py ├── runner_basic.py ├── runner_competition.py ├── runner_drl.py ├── runner_football.py ├── runner_magent.py ├── runner_marl.py ├── runner_offlinerl.py ├── runner_pettingzoo.py └── runner_sc2.py └── utils ├── __init__.py ├── distributions.py ├── harmonizer.py ├── layers.py ├── layers4dreamer.py ├── operations.py └── value_norm.py /.gitignore: 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