benellis3 / pymarl2Links
Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)
☆18Updated last year
Alternatives and similar repositories for pymarl2
Users that are interested in pymarl2 are comparing it to the libraries listed below
Sorting:
- ☆17Updated last year
- [NeurIPS 2021] CDS achieves remarkable success in challenging benchmarks SMAC and GRF by balancing sharing and diversity.☆85Updated 2 years ago
- Google Research Football MARL Benchmark and Research Toolkit☆46Updated last year
- ☆44Updated 4 years ago
- Codes accompanying the paper "RODE: Learning Roles to Decompose Multi-Agent Tasks (ICLR 2021, https://arxiv.org/abs/2010.01523). RODE is …☆76Updated 7 months ago
- ☆16Updated 2 years ago
- ☆30Updated 2 years ago
- ☆96Updated 4 years ago
- Level-Based Foraging (LBF): A multi-agent reinforcement learning environment☆47Updated 10 months ago
- There will be updates later☆84Updated 6 years ago
- Submission for MAVEN: Multi-Agent Variational Exploration☆59Updated 3 years ago
- Code for "Randomized Entity-wise Factorization for Multi-Agent Reinforcement Learning" ICML 2021☆65Updated 4 years ago
- ☆254Updated last year
- The implementation of ICLR 2023 paper "Discovering Generalizable Multi-agent Coordination Skills from Multi-task Offline Data".☆43Updated 8 months ago
- The implementation of AAAI 2022 paper "Multi-Agent Incentive Communication via Decentralized Teammate Modeling".☆56Updated last year
- The code for paper, "Episodic Multi-agent Reinforcement Learning with Curiosity-driven Exploration", NeurIPS 2021.☆40Updated 2 years ago
- ELIGN: Expectation Alignment as a Multi-agent Intrinsic Reward☆19Updated 2 years ago
- Codes accompanying the paper "Context-Aware Sparse Deep Coordination Graphs (https://arxiv.org/abs/2106.02886).☆19Updated 3 years ago
- Benchmarked implementations of Offline Multi-Agent RL Algorithms based on PyMARL codebase.☆28Updated 9 months ago
- Hierarchical Cooperative Multi-Agent Reinforcement Learning with Skill Discovery☆103Updated 3 years ago
- Datasets with baselines for offline multi-agent reinforcement learning.☆174Updated 2 months ago
- Official codebase for paper "Revisiting Some Common Practices in Cooperative Multi-Agent Reinforcement Learning" (ICML22)☆22Updated 3 years ago
- This is a repository for Hidden-utility Self-Play.☆26Updated last year
- We extend pymarl2 to pymarl3, equipping the MARL algorithms with permutation invariance and permutation equivariance properties. The enh…☆160Updated last year
- [NeurIPS 2020] PyTorch implementation of "Learning Implicit Credit Assignment for Cooperative Muti-Agent Reinforcement Learning"☆60Updated last year
- ☆41Updated 3 years ago
- Codes accompanying the paper "ROMA: Multi-Agent Reinforcement Learning with Emergent Roles" (ICML 2020 https://arxiv.org/abs/2003.08039)☆160Updated 2 years ago
- ☆39Updated 3 years ago
- Official Repository for "Agent Modelling under Partial Observability for Deep Reinforcement Learning"☆35Updated 2 years ago
- ☆49Updated 2 years ago