thesouther / MARL
多智能体强化学习(MARL)算法复现,包括QMIX,VDN,QTRAN、MAVEN等等
☆194Updated 2 years ago
Alternatives and similar repositories for MARL:
Users that are interested in MARL are comparing it to the libraries listed below
- The code for maddpg using pytorch☆165Updated 4 years ago
- PyTorch implementations of popular off-policy multi-agent reinforcement learning algorithms, including QMix, VDN, MADDPG, and MATD3.☆460Updated last year
- A Collection of Multi-Agent Reinforcement Learning (MARL) Resources☆221Updated 2 years ago
- 多智能体强化学习☆90Updated 6 years ago
- Concise pytorch implements of MARL algorithms, including MAPPO, MADDPG, MATD3, QMIX and VDN.☆531Updated 2 years ago
- MARLToolkit: The Multi-Agent Rainforcement Learning Toolkit. Include implementation of MAPPO, MADDPG, QMIX, VDN, COMA, IPPO, QTRAN, MAT..…☆120Updated 11 months ago
- Clean implementation of Multi-Agent Reinforcement Learning methods (MADDPG, MATD3, MASAC, MAD4PG) in TensorFlow 2.x☆142Updated last year
- ☆197Updated last year
- implementation of MADDPG using PettingZoo and PyTorch☆132Updated last year
- Multi-Agent Reinforcement Learning (MARL) papers☆241Updated 2 years ago
- RL algorithms☆141Updated 4 years ago
- A Pytorch implementation of the multi agent deep deterministic policy gradients (MADDPG) algorithm☆332Updated 3 years ago
- demo of multi-agent reinforcement learning algorithms, such as ATT-MADDPG (Modelling the Dynamic Joint Policy of Teammates with Attention…☆54Updated 3 years ago
- Multi-agent project (commnet, bicnet, maddpg) in pytorch for Multi-Agent Particle Environment☆117Updated 2 years ago
- Source code for the dissertation: "Multi-Pass Deep Q-Networks for Reinforcement Learning with Parameterised Action Spaces"☆204Updated 5 years ago
- We extend pymarl2 to pymarl3, equipping the MARL algorithms with permutation invariance and permutation equivariance properties. The enh…☆152Updated last year
- Pytorch implementation of the MARL algorithm, MADDPG, which correspondings to the paper "Multi-Agent Actor-Critic for Mixed Cooperative-C…☆588Updated 2 years ago
- Algorithm that combines QMIX with SAC for Multi-Agent Reinforcement Learning.☆46Updated 2 years ago