HyunghoNa / EMULinks
(Official) PyTorch implementation for Efficient Episodic Memory Utilization of Cooperative Multi-Agent Reinforcement Learning (EMU) (ICLR 2024, Oral)
☆52Updated last year
Alternatives and similar repositories for EMU
Users that are interested in EMU are comparing it to the libraries listed below
Sorting:
- Codes of GoMARL accompanying the paper "Automatic Grouping for Efficient Cooperative Multi-Agent Reinforcement Learning"(NeurIPS 2023). G…☆32Updated last year
- [ICLR 2024] Official Implementation of ACORM☆63Updated last year
- We extend pymarl2 to pymarl3, equipping the MARL algorithms with permutation invariance and permutation equivariance properties. The enh…☆173Updated 2 years ago
- MARLToolkit: The Multi-Agent Rainforcement Learning Toolkit. Include implementation of MAPPO, MADDPG, QMIX, VDN, COMA, IPPO, QTRAN, MAT..…☆154Updated last year
- Adversarial Reinforcement Learning papers (single-agent setting and multi-agent setting)☆76Updated 3 years ago
- Multi-Agent Constrained Policy Optimisation (MACPO; MAPPO-L).☆218Updated last year
- Implementations of MAPPO and IPPO on SMAC, the multi-agent StarCraft environment.☆77Updated 3 years ago
- Multi-agent PPO with noise (97% win rates on Hard scenarios of SMAC)☆75Updated 2 years ago
- [ICML' 24] The PyTorch implementation of our paper: "Individual Contributions as Intrinsic Exploration Scaffolds for Multi-agent Reinforc…☆23Updated last year
- ☆40Updated 3 years ago
- Code for our paper: Scalable Multi-Agent Reinforcement Learning through Intelligent Information Aggregation☆141Updated 6 months ago
- Code for "ALMA: Hierarchical Learning for Composite Multi-Agent Tasks" NeurIPS 2022☆31Updated 3 years ago
- (ICML 2023) The official code for RACE: Improve Multi-Agent Reinforcement Learning with Representation Asymmetry and Collaborative Evolut…☆42Updated 2 years ago
- ☆44Updated 4 years ago
- The official code releasement of publications in MARL field of TJU RL lab.☆86Updated 3 years ago
- ☆221Updated 2 years ago
- ☆109Updated 4 years ago
- ICLR'2024: Learning Multi-Agent Communication from Graph Modeling Perspective☆50Updated last year
- Official repository of the paper TransfQMix: Transformers for Leveraging the Graph Structure of Multi-Agent Reinforcement Learning Proble…☆57Updated last year
- Implementation for mSAC methods in PyTorch☆41Updated 4 years ago
- ☆12Updated last year
- A plotter for reinforcement learning (RL) using Weights & Biases☆15Updated 2 years ago
- Code for the NeurIPS 2023 Paper: Robust Multi-Agent Reinforcement Learning via Adversarial Regularization: Theoretical Foundation and Sta…☆28Updated 2 years ago
- Source code for paper: An Efficient Transfer Learning Framework for Multiagent Reinforcement Learning☆24Updated 3 years ago
- The official implementation of "Transformer in Transformer as Backbone for Deep Reinforcement Learning"☆56Updated 2 years ago
- [NeurIPS 2021] CDS achieves remarkable success in challenging benchmarks SMAC and GRF by balancing sharing and diversity.☆88Updated 2 years ago
- This is the official implementation of ERL-Re2.☆73Updated last year
- This is the official implementation of Multi-Agent PPO.☆130Updated 3 years ago
- Deep recurrent Q learning on CartPole-v1 environment☆94Updated 2 years ago
- Code for "Constrained Variational Policy Optimization for Safe Reinforcement Learning" (ICML 2022)☆81Updated 2 years ago