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qmix

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xuance

agi-brain /xuance

XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library

reinforcement-learning decision-making pytorch dqn atari ddpg mpe mujoco ppo magent starcraft2 a2c multi-agent-reinforcement-learning maddpg tensorflow2 google-research-football mindspore qmix mappo reinforcement-learning-library

UpdatedMar 14, 2025
Python

Lizhi-sjtu /MARL-code-pytorch

Concise pytorch implements of MARL algorithms, including MAPPO, MADDPG, MATD3, QMIX and VDN.

reinforcement-learning mpe smac maddpg qmix vdn mappo matd3

UpdatedOct 13, 2022
Python

huawei-noah /xingtian

xingtian is a componentized library for the development and verification of reinforcement learning algorithms

impala dqn reinforcement-learning-algorithms ppo muzero qmix

UpdatedSep 12, 2023
Python

yangchen1997 /Multi-Agent-Reinforcement-Learning

PyTorch implements multi-agent reinforcement learning algorithms, including QMIX, Independent PPO, Centralized PPO, Grid Wise Control, Grid Wise Control+PPO, Grid Wise Control+DDPG.

pytorch multi-agent-reinforcement-learning qmix pettingzoo independent-ppo centralized-ppo grid-wise-control

UpdatedOct 23, 2023
Python

jianzhnie /deep-marl-toolkit

MARLToolkit: The Multi-Agent Rainforcement Learning Toolkit. Include implementation of MAPPO, MADDPG, QMIX, VDN, COMA, IPPO, QTRAN, MAT...

mat maddpg ippo coma qmix vdn qatten qtran mappo idqn ia2c

UpdatedApr 19, 2024
Python

jk96491 /SMAC

StarCraft II Multi Agent Challenge : QMIX, COMA, LIIR, QTRAN, Central V, ROMA, RODE, DOP, Graph MIX

reinforcement-learning smac roma starcraft2 multi-agent-reinforcement-learning coma qmix liir

UpdatedJul 23, 2021
Python

Tviskaron /pogema-baselines

PPO and PyMARL baseline for Pogema environment

reinforcement-learning pathfinding ppo marl qmix

UpdatedSep 18, 2024
Python

jianzhnie /RLToolkit

RLToolkit is a flexible and high-efficient reinforcement learning framework. Include implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

dqn rl ddpg sac actor-critic ddqn trpo ppo a2c td3 maddpg qmix mappo

UpdatedDec 14, 2023
Python

xlnwel /grl

General-Purpose Reinforcement Learning

reinforcement-learning seed deep-reinforcement-learning rainbow reactor rnd sac ppg r2d2 iqn ppo gail dreamer daac airl qmix fqf mappo

UpdatedOct 31, 2021
Python

tocom242242 /qmix_tf2

QMIX implemented in TensorFlow 2

deep-reinforcement-learning multi-agent-reinforcement-learning qmix

UpdatedJun 12, 2021
Python

jk96491 /C-COMA

Continual Multi-agent Reinforcement Learning in Dynamic Environments

dynamic-environments smac multiagent-reinforcement-learning marl coma qmix

UpdatedJul 1, 2021
Python

Zhiyu014 /MARL-UDS

Source code for the MARL-enabled real-time control of urban drainage system

reinforcement-learning graph-algorithms dqn stormwater swmm multiagent-reinforcement-learning ppo a2c tensorflow-keras urban-flooding real-time-control qmix vdn iql combined-sewer-overflow

UpdatedDec 27, 2024
Python

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