One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)
☆1,285Nov 28, 2024Updated last year
Alternatives and similar repositories for MARLlib
Users that are interested in MARLlib are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official implementation of HARL algorithms based on PyTorch.☆876Apr 27, 2025Updated 10 months ago
- An extension of the PyMARL codebase that includes additional algorithms and environment support☆702Sep 24, 2024Updated last year
- This is the official implementation of Multi-Agent PPO (MAPPO).☆1,915Jul 18, 2024Updated last year
- Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario…☆1,730Sep 8, 2022Updated 3 years ago
- A parallel framework for population-based multi-agent reinforcement learning.☆550Dec 14, 2023Updated 2 years ago
- Python Multi-Agent Reinforcement Learning framework☆2,167Dec 8, 2022Updated 3 years ago
- PyTorch implementations of popular off-policy multi-agent reinforcement learning algorithms, including QMix, VDN, MADDPG, and MATD3.☆529Jul 21, 2023Updated 2 years ago
- An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities☆3,351Feb 6, 2026Updated last month
- Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)☆711May 18, 2024Updated last year
- BenchMARL is a library for benchmarking Multi-Agent Reinforcement Learning (MARL). BenchMARL allows to quickly compare different MARL alg…☆586Feb 7, 2026Updated last month
- ☆224Jun 4, 2023Updated 2 years ago
- ☆492Dec 28, 2023Updated 2 years ago
- Paper list of multi-agent reinforcement learning (MARL)☆4,763Feb 11, 2026Updated last month
- SMAC: The StarCraft Multi-Agent Challenge☆1,333Feb 18, 2024Updated 2 years ago
- We extend pymarl2 to pymarl3, equipping the MARL algorithms with permutation invariance and permutation equivariance properties. The enh…☆173Jan 7, 2024Updated 2 years ago
- Lightweight version of MAPPO to help you quickly migrate to your local environment.☆826Oct 23, 2025Updated 5 months ago
- Multi-Agent Reinforcement Learning with JAX☆772Jan 14, 2026Updated 2 months ago
- Concise pytorch implements of MARL algorithms, including MAPPO, MADDPG, MATD3, QMIX and VDN.☆722Oct 13, 2022Updated 3 years ago
- Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"☆2,740Apr 9, 2024Updated last year
- 🦁 A research-friendly codebase for fast experimentation of multi-agent reinforcement learning in JAX☆887Feb 26, 2026Updated 3 weeks ago
- Deep Reinforcement Learning Algorithms for solving Atari 2600 Games☆143Mar 23, 2023Updated 3 years ago
- Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019☆793May 29, 2022Updated 3 years ago
- PyTorch Implementation of MADDPG (Lowe et. al. 2017)☆684Nov 26, 2019Updated 6 years ago
- JMLR: OmniSafe is an infrastructural framework for accelerating SafeRL research.☆1,088Mar 17, 2025Updated last year
- XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library☆1,046Mar 7, 2026Updated 2 weeks ago
- VMAS is a vectorized differentiable simulator designed for efficient Multi-Agent Reinforcement Learning benchmarking. It is comprised of …☆534Feb 8, 2026Updated last month
- ☆297Feb 15, 2024Updated 2 years ago
- An engine for high performance multi-agent environments with very large numbers of agents, along with a set of reference environments☆325Nov 16, 2025Updated 4 months ago
- Multi-Agent Constrained Policy Optimisation (MACPO; MAPPO-L).☆222Apr 17, 2024Updated last year
- This project features optimized Go language, expert source code, concurrent processing, and industry-best practices.☆142Mar 14, 2023Updated 3 years ago
- Build a simple yet effective CNN to work as a sketch recognizer. Just like Google Quick-Draw Project.☆143Mar 23, 2023Updated 3 years ago
- Official code repo for the MARL book (www.marl-book.com)☆619Mar 30, 2025Updated 11 months ago
- Pytorch implementation of the MARL algorithm, MADDPG, which correspondings to the paper "Multi-Agent Actor-Critic for Mixed Cooperative-C…☆679Jul 16, 2022Updated 3 years ago
- 🤙 Control Your Mouse with Hand Gestures in the Air 🤙☆250Jun 19, 2023Updated 2 years ago
- C++ codes for FDTD Maxwell's equation.☆161Jun 11, 2023Updated 2 years ago
- Unified Reinforcement Learning Framework☆823Sep 6, 2024Updated last year
- Harnessing the Power of AI to Navigate the Information Age – Uncovering Truth, Promoting Transparency, and Championing Fact-Based Discour…☆147Jun 2, 2023Updated 2 years ago
- FEniCS codes for numerical electromagnetic fields. The version of FEniCS is 2017.2☆96Jun 11, 2023Updated 2 years ago
- Hello, I pushed some python environments for Multi Agent Reinforcement Learning.☆741May 23, 2022Updated 3 years ago