PeixianChen / RL-MPELinks
用DDPG/MADDPG/DQN/MADDPG+advantage实验 OpenAI开源的MPE环境
☆24Updated 7 years ago
Alternatives and similar repositories for RL-MPE
Users that are interested in RL-MPE are comparing it to the libraries listed below
Sorting:
- Project on multi agent reinforcement learning applied on patrolling agents☆40Updated 5 years ago
- RL projects including implementation of DQN/DDPG/MADDPG/BicNet on StarCraft II multi-agent learning environment SMAC☆48Updated 5 years ago
- ICML 2019 RL for Real Life Workshop: Recurrent MADDPG for Partially Observable and Limited Communication Settings☆49Updated 5 years ago
- Distributed Multi-Agent Cooperation Algorithm based on MADDPG with prioritized batch data.☆107Updated 4 years ago
- Implementations of MAPPO and IPPO on SMAC, the multi-agent StarCraft environment.☆72Updated 3 years ago
- Transplant a implementation of MADDPG to the environment provided by openAI (multiagent-particle-envs).☆21Updated 4 years ago
- scalable multi agents reinforcement learning☆63Updated 7 years ago
- The code for maddpg using pytorch☆170Updated 4 years ago
- Code for the RL method MATD3 described in the paper "Reducing Overestimation Bias in Multi-Agent Domains Using Double Centralized Critics…☆86Updated 4 years ago
- ☆89Updated 3 years ago
- Multi-agent project (commnet, bicnet, maddpg) in pytorch for Multi-Agent Particle Environment☆116Updated 2 years ago
- Transplant a implementation of MADDPG to the environment provided by openAI (multiagent-particle-envs).☆20Updated 7 years ago
- ☆13Updated 5 years ago
- Multi-agent Reinforcement Learning Algorithms(COMA, VDN, QMIX)☆15Updated 5 years ago
- Implementation of DyMA-CL, MARL algorithm☆28Updated 5 years ago
- ☆48Updated 5 years ago
- A simple and fast 2D RL environment with obstacles to learn navigation.☆21Updated 5 years ago
- Multi-agent PPO with noise (97% win rates on Hard scenarios of SMAC)☆68Updated 2 years ago
- The official code releasement of publications in MARL field of TJU RL lab.☆80Updated 3 years ago
- pytorch实现的一些MARL算法☆67Updated 4 years ago
- IQL, QMIX, VDN, COMA, QTRAN (QTRAN-Base and QTRAN-Alt), MAVEN, CommNet, DYMA-Cl, G2ANet, and MADDPG☆18Updated 3 years ago
- MARLToolkit: The Multi-Agent Rainforcement Learning Toolkit. Include implementation of MAPPO, MADDPG, QMIX, VDN, COMA, IPPO, QTRAN, MAT..…☆142Updated last year
- Implementation of Multi-Agent Reinforcement Learning algorithm(s). Currently includes: MADDPG☆65Updated 6 years ago
- Fully Cooperative Multi-Agent Deep Reinforcement Learning☆28Updated 5 years ago
- Code for Weighted QMIX☆138Updated 4 years ago
- Deep Reinforcement Learning (DRL) algorithms have been successfully applied to a range of challenging simulated continuous control single…☆52Updated 6 years ago
- A Pytorch Implementation of Multi Agent Soft Actor Critic☆41Updated 6 years ago
- Code for paper 'Learning transferable cooperative behaviors in multi-agent teams' (ICML 2019)☆115Updated 2 years ago
- PyTorch implementation of MATD3☆13Updated 5 years ago
- Implementation for mSAC methods in PyTorch☆42Updated 3 years ago