HyunghoNa / EMU
(Official) PyTorch implementation for Efficient Episodic Memory Utilization of Cooperative Multi-Agent Reinforcement Learning (EMU) (ICLR 2024, Oral)
☆29Updated 5 months ago
Related projects ⓘ
Alternatives and complementary repositories for EMU
- The implementation of ICLR-2023 paper "Discovering Generalizable Multi-agent Coordination Skills from Multi-task Offline Data".☆38Updated 3 weeks ago
- ☆90Updated 3 years ago
- Codes of GoMARL accompanying the paper "Automatic Grouping for Efficient Cooperative Multi-Agent Reinforcement Learning"(NeurIPS 2023). G…☆16Updated 3 months ago
- Adversarial Reinforcement Learning papers (single-agent setting and multi-agent setting)☆62Updated 2 years ago
- The implementation of AAAI'22 paper "Multi-Agent Incentive Communication via Decentralized Teammate Modeling".☆50Updated 11 months ago
- ☆24Updated 7 months ago
- Official repository of the paper TransfQMix: Transformers for Leveraging the Graph Structure of Multi-Agent Reinforcement Learning Proble…☆39Updated 7 months ago
- We extend pymarl2 to pymarl3, equipping the MARL algorithms with permutation invariance and permutation equivariance properties. The enh…☆129Updated 10 months ago
- Implementations of MAPPO and IPPO on SMAC, the multi-agent StarCraft environment.☆57Updated 2 years ago
- ☆40Updated 2 years ago
- Source code for paper: An Efficient Transfer Learning Framework for Multiagent Reinforcement Learning☆23Updated 2 years ago
- demo of multi-agent reinforcement learning algorithms, such as ATT-MADDPG (Modelling the Dynamic Joint Policy of Teammates with Attention…☆50Updated 3 years ago
- [NeurIPS 2021] CDS achieves remarkable success in challenging benchmarks SMAC and GRF by balancing sharing and diversity.☆84Updated last year
- The code for paper, "Episodic Multi-agent Reinforcement Learning with Curiosity-driven Exploration", NeurIPS 2021.☆39Updated last year
- ☆36Updated 2 years ago
- ☆28Updated last year
- ☆88Updated 4 years ago
- ☆14Updated last year
- Code for ICML2023 accepted paper: Complementary Attention for Multi-Agent Reinforcement Learning.☆16Updated last year
- Multi-agent PPO with noise (97% win rates on Hard scenarios of SMAC)☆54Updated last year
- Multi-Agent Constrained Policy Optimisation (MACPO; MAPPO-L).☆146Updated 7 months ago
- Code for our paper: Scalable Multi-Agent Reinforcement Learning through Intelligent Information Aggregation☆91Updated last month
- Multi-Robot Warehouse (RWARE): A multi-agent reinforcement learning environment☆58Updated 2 months ago
- The implementation of IJCAI'22 paper "Multi-Agent Concentrative Coordination with Decentralized Task Representation".☆16Updated 2 years ago
- This is the official implementation of Multi-Agent PPO.☆93Updated last year
- MARLToolkit: The Multi-Agent Rainforcement Learning Toolkit. Include implementation of MAPPO, MADDPG, QMIX, VDN, COMA, IPPO, QTRAN, MAT..…☆110Updated 7 months ago
- ☆186Updated last year
- Code for Weighted QMIX☆123Updated 4 years ago
- (Official) PyTorch implementation for LAGMA: LAtent Goal-guided Multi-Agent Reinforcement Learning (ICML 2024)☆15Updated 5 months ago
- Multi-agent project (commnet, bicnet, maddpg) in pytorch for Multi-Agent Particle Environment☆111Updated last year