benellis3 / pymarl2
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
- ☆17Updated last year
- [NeurIPS 2021] CDS achieves remarkable success in challenging benchmarks SMAC and GRF by balancing sharing and diversity.☆85Updated 2 years ago
- ☆44Updated 4 years ago
- Code for "Randomized Entity-wise Factorization for Multi-Agent Reinforcement Learning" ICML 2021☆65Updated 3 years ago
- ☆29Updated 2 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 4 months ago
- The implementation of ICLR-2023 paper "Discovering Generalizable Multi-agent Coordination Skills from Multi-task Offline Data".☆40Updated 5 months ago
- The Starcraft Multi-Agent challenge lite☆42Updated 7 months ago
- ☆93Updated 4 years ago
- Google Research Football MARL Benchmark and Research Toolkit☆41Updated 11 months ago
- ☆15Updated last year
- The code for paper, "Episodic Multi-agent Reinforcement Learning with Curiosity-driven Exploration", NeurIPS 2021.☆40Updated 2 years ago
- ☆49Updated 3 years ago
- Level-Based Foraging (LBF): A multi-agent reinforcement learning environment☆43Updated 7 months ago
- code for ROMANCE☆13Updated 6 months ago
- Codes accompanying the paper "Influence-Based Multi-Agent Exploration" (ICLR 2020 spotlight)☆31Updated 5 years ago
- Submission for MAVEN: Multi-Agent Variational Exploration☆57Updated 3 years ago
- ☆28Updated 3 years ago
- There will be updates later☆84Updated 5 years ago
- Official codebase for paper "Revisiting Some Common Practices in Cooperative Multi-Agent Reinforcement Learning" (ICML22)☆21Updated 2 years ago
- Codebase for [Order Matters: Agent-by-agent Policy Optimization](https://openreview.net/forum?id=Q-neeWNVv1)☆29Updated 4 months ago
- The implementation of AAAI'22 paper "Multi-Agent Incentive Communication via Decentralized Teammate Modeling".☆52Updated last year
- This repository is an implementation of "MASER: Multi-Agent Reinforcement Learning with Subgoals Generated from Experience Replay Buffer"…☆21Updated last year
- ☆12Updated last year
- Deep Implicit Coordination Graphs☆41Updated 10 months ago
- Code repository for "N-agent Ad Hoc Teamwork" paper (Wang et al., Neurips 2024).☆18Updated 2 months ago
- [NeurIPS 2023] The official implementation of "Offline Multi-Agent Reinforcement Learning with Implicit Global-to-Local Value Regularizat…☆34Updated last year
- ☆32Updated 2 years ago
- PyTorch Implementation of COPA for coordinating teams that can dynamically change.☆20Updated 3 years ago
- Learning to Incentivize Other Learning Agents☆33Updated 2 years ago