marlbenchmark / off-policyLinks
PyTorch implementations of popular off-policy multi-agent reinforcement learning algorithms, including QMix, VDN, MADDPG, and MATD3.
☆492Updated 2 years ago
Alternatives and similar repositories for off-policy
Users that are interested in off-policy are comparing it to the libraries listed below
Sorting:
- Concise pytorch implements of MARL algorithms, including MAPPO, MADDPG, MATD3, QMIX and VDN.☆625Updated 2 years ago
- A Pytorch implementation of the multi agent deep deterministic policy gradients (MADDPG) algorithm☆354Updated 4 years ago
- PyTorch Implementation of MADDPG (Lowe et. al. 2017)☆648Updated 5 years ago
- ☆425Updated last year
- Multi-Agent Reinforcement Learning (MARL) papers☆271Updated 2 years ago
- An extension of the PyMARL codebase that includes additional algorithms and environment support☆620Updated 10 months ago
- Pytorch implementation of the MARL algorithm, MADDPG, which correspondings to the paper "Multi-Agent Actor-Critic for Mixed Cooperative-C…☆642Updated 3 years ago
- A Collection of Multi-Agent Reinforcement Learning (MARL) Resources☆246Updated 2 years ago
- Lightweight version of MAPPO to help you quickly migrate to your local environment.☆710Updated 5 months ago
- implementation of MADDPG using PettingZoo and PyTorch☆154Updated last year
- This is the official implementation of Multi-Agent PPO.☆115Updated 2 years ago
- ☆215Updated 2 years ago
- Multi-Agent Reinforcement Learning (MARL) papers with code☆386Updated 2 years ago
- MARLToolkit: The Multi-Agent Rainforcement Learning Toolkit. Include implementation of MAPPO, MADDPG, QMIX, VDN, COMA, IPPO, QTRAN, MAT..…☆142Updated last year
- 多智能体强化学习(MARL)算法复现,包括QMIX,VDN,QTRAN、MAVEN等等☆204Updated 3 years ago
- The code for maddpg using pytorch☆170Updated 4 years ago
- Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019☆759Updated 3 years ago
- ☆102Updated 3 years ago
- We extend pymarl2 to pymarl3, equipping the MARL algorithms with permutation invariance and permutation equivariance properties. The enh…☆161Updated last year
- Deep Q-learning (DQN) for Multi-agent Reinforcement Learning (RL)☆348Updated 5 years ago
- A clean and robust Pytorch implementation of PPO on continuous action space.☆160Updated last year
- Multi-agent project (commnet, bicnet, maddpg) in pytorch for Multi-Agent Particle Environment☆117Updated 2 years ago
- Code for Weighted QMIX☆138Updated 4 years ago
- Source code for the dissertation: "Multi-Pass Deep Q-Networks for Reinforcement Learning with Parameterised Action Spaces"☆219Updated 6 years ago
- Official implementation of HARL algorithms based on PyTorch.☆754Updated 3 months ago
- multi-agent deep reinforcement learning for networked system control.☆420Updated 4 years ago
- Multi-Agent Constrained Policy Optimisation (MACPO; MAPPO-L).☆182Updated last year
- Jax and Torch Multi-Agent SAC on PettingZoo API☆88Updated 9 months ago
- Hello, I pushed some python environments for Multi Agent Reinforcement Learning.☆721Updated 3 years ago
- Clean implementation of Multi-Agent Reinforcement Learning methods (MADDPG, MATD3, MASAC, MAD4PG) in TensorFlow 2.x☆158Updated last year