Lizhi-sjtu / MARL-code-pytorchLinks
Concise pytorch implements of MARL algorithms, including MAPPO, MADDPG, MATD3, QMIX and VDN.
☆709Updated 3 years ago
Alternatives and similar repositories for MARL-code-pytorch
Users that are interested in MARL-code-pytorch are comparing it to the libraries listed below
Sorting:
- Lightweight version of MAPPO to help you quickly migrate to your local environment.☆804Updated 3 months ago
- PyTorch implementations of popular off-policy multi-agent reinforcement learning algorithms, including QMix, VDN, MADDPG, and MATD3.☆526Updated 2 years ago
- Pytorch implementation of the MARL algorithm, MADDPG, which correspondings to the paper "Multi-Agent Actor-Critic for Mixed Cooperative-C…☆670Updated 3 years ago
- A Pytorch implementation of the multi agent deep deterministic policy gradients (MADDPG) algorithm☆377Updated 4 years ago
- A Collection of Multi-Agent Reinforcement Learning (MARL) Resources☆258Updated 3 years ago
- implementation of MADDPG using PettingZoo and PyTorch☆163Updated 2 years ago
- Simple and efficient implementation of DQN DDPG TD3 SAC PPO MADDPG MATD3 MASAC MAAC IPPO MAPPO HAPPO MAT MORL☆149Updated last month
- Multi-Agent Reinforcement Learning (MARL) papers with code☆415Updated 3 years ago
- PyTorch Implementation of MADDPG (Lowe et. al. 2017)☆677Updated 6 years ago
- 多智能体强化学习(MARL)算法复现,包括QMIX,VDN,QTRAN、MAVEN等等☆214Updated 3 years ago
- This is the official implementation of Multi-Agent PPO (MAPPO).☆1,865Updated last year
- PyTorch implementations of MADDPG, MAPPO (coming)☆188Updated last year
- Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario…☆1,720Updated 3 years ago
- Official implementation of HARL algorithms based on PyTorch.☆854Updated 9 months ago
- Multi-Agent Reinforcement Learning (MARL) papers☆287Updated 3 years ago
- An extension of the PyMARL codebase that includes additional algorithms and environment support☆682Updated last year
- Deep Q-learning (DQN) for Multi-agent Reinforcement Learning (RL)☆355Updated 5 years ago
- Jax and Torch Multi-Agent SAC on PettingZoo API☆99Updated last year
- Hello, I pushed some python environments for Multi Agent Reinforcement Learning.☆741Updated 3 years ago
- ☆478Updated 2 years ago
- Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019☆783Updated 3 years ago
- 多智能体强化学习VDN、QMIX、QTRAN、QPLEX复现☆36Updated 2 years ago
- Algorithm that combines QMIX with SAC for Multi-Agent Reinforcement Learning.☆57Updated 3 years ago
- MARLToolkit: The Multi-Agent Rainforcement Learning Toolkit. Include implementation of MAPPO, MADDPG, QMIX, VDN, COMA, IPPO, QTRAN, MAT..…☆155Updated last year
- XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library☆1,034Updated last week
- kinds of reinforcement learning model by Pytorch☆344Updated 2 years ago
- Clean implementation of Multi-Agent Reinforcement Learning methods (MADDPG, MATD3, MASAC, MAD4PG) in TensorFlow 2.x☆168Updated 2 years ago
- Heterogeneous Hierarchical Multi Agent Reinforcement Learning for Air Combat☆158Updated 10 months ago
- multi-agent deep reinforcement learning for networked system control.☆438Updated 5 years ago
- Reinforcement learning with PyTorch, inspired by MorvanZhou, change the framework from Tensorflow to PyTorch☆315Updated 6 years ago