tjuHaoXiaotian / pymarl3Links
We extend pymarl2 to pymarl3, equipping the MARL algorithms with permutation invariance and permutation equivariance properties. The enhanced algorithm achieves 100% win rates on SMAC-V1 and superior performance on SMAC-V2.
☆156Updated last year
Alternatives and similar repositories for pymarl3
Users that are interested in pymarl3 are comparing it to the libraries listed below
Sorting:
- ☆96Updated 3 years ago
- MARLToolkit: The Multi-Agent Rainforcement Learning Toolkit. Include implementation of MAPPO, MADDPG, QMIX, VDN, COMA, IPPO, QTRAN, MAT..…☆137Updated last year
- The official code releasement of publications in MARL field of TJU RL lab.☆79Updated 2 years ago
- ☆204Updated last year
- This is the official implementation of Multi-Agent PPO.☆106Updated 2 years ago
- Code for Weighted QMIX☆136Updated 4 years ago
- Multi-agent project (commnet, bicnet, maddpg) in pytorch for Multi-Agent Particle Environment☆117Updated 2 years ago
- Multi-Agent Constrained Policy Optimisation (MACPO; MAPPO-L).☆173Updated last year
- The implementation of AAAI 2022 paper "Multi-Agent Incentive Communication via Decentralized Teammate Modeling".☆56Updated last year
- ☆41Updated 3 years ago
- pytorch实现的一些MARL算法☆66Updated 4 years ago
- implementation of MADDPG using PettingZoo and PyTorch☆144Updated last year
- [NeurIPS 2021] CDS achieves remarkable success in challenging benchmarks SMAC and GRF by balancing sharing and diversity.☆86Updated 2 years ago
- ☆94Updated 4 years ago
- PyTorch implementations of popular off-policy multi-agent reinforcement learning algorithms, including QMix, VDN, MADDPG, and MATD3.☆482Updated last year
- Codes of GoMARL accompanying the paper "Automatic Grouping for Efficient Cooperative Multi-Agent Reinforcement Learning"(NeurIPS 2023). G…☆28Updated 9 months ago
- Multi-agent PPO with noise (97% win rates on Hard scenarios of SMAC)☆62Updated last year
- There will be updates later☆84Updated 6 years ago
- Implementations of MAPPO and IPPO on SMAC, the multi-agent StarCraft environment.☆69Updated 3 years ago
- demo of multi-agent reinforcement learning algorithms, such as ATT-MADDPG (Modelling the Dynamic Joint Policy of Teammates with Attention…☆57Updated 3 years ago
- ☆250Updated last year
- Multi-Agent Reinforcement Learning (MARL) papers☆259Updated 2 years ago
- Jax and Torch Multi-Agent SAC on PettingZoo API☆82Updated 6 months ago
- PyTorch implementation of Foerster, Jakob N., et al. "Counterfactual multi-agent policy gradients."☆58Updated 5 years ago
- Codes accompanying the paper "RODE: Learning Roles to Decompose Multi-Agent Tasks (ICLR 2021, https://arxiv.org/abs/2010.01523). RODE is …☆74Updated 5 months ago
- A clean and robust Pytorch implementation of SAC on discrete action space☆39Updated 7 months ago
- The implementation of ICLR 2023 paper "Discovering Generalizable Multi-agent Coordination Skills from Multi-task Offline Data".☆42Updated 7 months ago
- The code for maddpg using pytorch☆168Updated 4 years ago
- 多智能体强化学习(MARL)算法复现,包括QMIX,VDN,QTRAN、MAVEN等等☆198Updated 2 years ago
- The official implementation of "Transformer in Transformer as Backbone for Deep Reinforcement Learning"☆55Updated last year