jianzhnie / deep-marl-toolkitLinks
MARLToolkit: The Multi-Agent Rainforcement Learning Toolkit. Include implementation of MAPPO, MADDPG, QMIX, VDN, COMA, IPPO, QTRAN, MAT...
☆140Updated last year
Alternatives and similar repositories for deep-marl-toolkit
Users that are interested in deep-marl-toolkit are comparing it to the libraries listed below
Sorting:
- Code for the RL method MATD3 described in the paper "Reducing Overestimation Bias in Multi-Agent Domains Using Double Centralized Critics…☆87Updated 4 years ago
- Multi-Agent Constrained Policy Optimisation (MACPO; MAPPO-L).☆179Updated last year
- The official code releasement of publications in MARL field of TJU RL lab.☆79Updated 2 years ago
- ☆211Updated 2 years ago
- implementation of MADDPG using PettingZoo and PyTorch☆151Updated last year
- We extend pymarl2 to pymarl3, equipping the MARL algorithms with permutation invariance and permutation equivariance properties. The enh…☆160Updated last year
- Implementations of MAPPO and IPPO on SMAC, the multi-agent StarCraft environment.☆72Updated 3 years ago
- Clean implementation of Multi-Agent Reinforcement Learning methods (MADDPG, MATD3, MASAC, MAD4PG) in TensorFlow 2.x☆156Updated last year
- ☆101Updated 3 years ago
- Code for our paper: Scalable Multi-Agent Reinforcement Learning through Intelligent Information Aggregation☆115Updated 6 months ago
- Jax and Torch Multi-Agent SAC on PettingZoo API☆86Updated 7 months ago
- This is the official implementation of Multi-Agent PPO.☆108Updated 2 years ago
- PyTorch implementation of the discrete Soft-Actor-Critic algorithm.☆53Updated 3 years ago
- Codes of GoMARL accompanying the paper "Automatic Grouping for Efficient Cooperative Multi-Agent Reinforcement Learning"(NeurIPS 2023). G…☆28Updated 10 months ago
- Multi-agent PPO with noise (97% win rates on Hard scenarios of SMAC)☆65Updated 2 years ago
- PyTorch implementations of popular off-policy multi-agent reinforcement learning algorithms, including QMix, VDN, MADDPG, and MATD3.☆489Updated last year
- Deep recurrent Q learning on CartPole-v1 environment☆91Updated last year
- Multi-agent project (commnet, bicnet, maddpg) in pytorch for Multi-Agent Particle Environment☆117Updated 2 years ago
- The code for maddpg using pytorch☆169Updated 4 years ago
- demo of multi-agent reinforcement learning algorithms, such as ATT-MADDPG (Modelling the Dynamic Joint Policy of Teammates with Attention…☆60Updated 3 years ago
- Source code for the dissertation: "Multi-Pass Deep Q-Networks for Reinforcement Learning with Parameterised Action Spaces"☆217Updated 6 years ago
- pytorch实现的一些MARL算法☆67Updated 4 years ago
- a clean and robust Pytorch implementation of SAC on continuous action space☆83Updated 3 months ago
- PyTorch implementations of MADDPG, MAPPO (coming)☆157Updated last year
- Code for Weighted QMIX☆139Updated 4 years ago
- Algorithm that combines QMIX with SAC for Multi-Agent Reinforcement Learning.☆49Updated 3 years ago
- A clean and robust Pytorch implementation of PPO on continuous action space.☆156Updated last year
- ICML 2019 RL for Real Life Workshop: Recurrent MADDPG for Partially Observable and Limited Communication Settings☆48Updated 5 years ago
- Multi-Agent Reinforcement Learning (MARL) papers☆266Updated 2 years ago
- 多智能体强化学习（MARL）算法复现，包括QMIX，VDN，QTRAN、MAVEN等等☆202Updated 3 years ago