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.
☆220Updated last year
Alternatives and similar repositories for Multi-Agent-Reinforcement-Learning
Users that are interested in Multi-Agent-Reinforcement-Learning are comparing it to the libraries listed below
Sorting:
- Clean implementation of Multi-Agent Reinforcement Learning methods (MADDPG, MATD3, MASAC, MAD4PG) in TensorFlow 2.x☆149Updated last year
- Multi-Agent Constrained Policy Optimisation (MACPO; MAPPO-L).☆170Updated last year
- ☆203Updated last year
- MARLToolkit: The Multi-Agent Rainforcement Learning Toolkit. Include implementation of MAPPO, MADDPG, QMIX, VDN, COMA, IPPO, QTRAN, MAT..…☆128Updated last year
- PyTorch implementations of popular off-policy multi-agent reinforcement learning algorithms, including QMix, VDN, MADDPG, and MATD3.☆475Updated last year
- One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)☆1,064Updated 5 months ago
- The code for maddpg using pytorch☆168Updated 4 years ago
- Multi-agent project (commnet, bicnet, maddpg) in pytorch for Multi-Agent Particle Environment☆116Updated 2 years ago
- Source code for the dissertation: "Multi-Pass Deep Q-Networks for Reinforcement Learning with Parameterised Action Spaces"☆209Updated 5 years ago
- 多智能体强化学习（MARL）算法复现，包括QMIX，VDN，QTRAN、MAVEN等等☆196Updated 2 years ago
- DRLib：a Concise Deep Reinforcement Learning Library, Integrating HER, PER and D2SR for Almost Off-Policy RL Algorithms.☆546Updated last year
- The official code releasement of publications in MARL field of TJU RL lab.☆77Updated 2 years ago
- Multi-Agent Reinforcement Learning (MARL) papers☆254Updated 2 years ago
- We extend pymarl2 to pymarl3, equipping the MARL algorithms with permutation invariance and permutation equivariance properties. The enh…☆155Updated last year
- ☆397Updated last year
- 📚 List of Top-tier Conference Papers on Reinforcement Learning (RL)，including: NeurIPS, ICML, AAAI, IJCAI, AAMAS, ICLR, ICRA, etc.☆315Updated 11 months ago
- Code for Weighted QMIX☆136Updated 4 years ago
- ☆96Updated 3 years ago
- This is the official implementation of Multi-Agent PPO.☆106Updated 2 years ago
- implementation of MADDPG using PettingZoo and PyTorch☆140Updated last year
- Code for the RL method MATD3 described in the paper "Reducing Overestimation Bias in Multi-Agent Domains Using Double Centralized Critics…☆84Updated 4 years ago
- A Pytorch implementation of the multi agent deep deterministic policy gradients (MADDPG) algorithm☆342Updated 4 years ago
- A Collection of Multi-Agent Reinforcement Learning (MARL) Resources☆233Updated 2 years ago
- Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)☆662Updated 11 months ago
- Multi-Agent Reinforcement Learning (MARL) papers with code☆360Updated 2 years ago
- Implementations of MAPPO and IPPO on SMAC, the multi-agent StarCraft environment.☆65Updated 3 years ago
- ☆246Updated last year
- Jax and Torch Multi-Agent SAC on PettingZoo API☆81Updated 5 months ago
- PyTorch implementation of Foerster, Jakob N., et al. "Counterfactual multi-agent policy gradients."☆58Updated 5 years ago
- Basic reinforcement learning algorithms. Including:DQN,Double DQN, Dueling DQN, SARSA, REINFORCE, baseline-REINFORCE, Actor-Critic,DDPG,D…☆92Updated 4 years ago