An engine for high performance multi-agent environments with very large numbers of agents, along with a set of reference environments
☆321Nov 16, 2025Updated 3 months ago
Alternatives and similar repositories for MAgent2
Users that are interested in MAgent2 are comparing it to the libraries listed below
Sorting:
- A Platform for Many-Agent Reinforcement Learning☆1,758Oct 22, 2022Updated 3 years ago
- An API conversion tool for popular external reinforcement learning environments☆204Dec 15, 2025Updated 2 months ago
- An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities☆3,331Feb 6, 2026Updated last month
- A suite of test scenarios for multi-agent reinforcement learning.☆796Mar 1, 2026Updated last week
- Official code for "A General Learning Framework for Open Ad Hoc Teamwork Using Graph-based Policy Learning"☆17Mar 1, 2023Updated 3 years ago
- Benchmarks for Multi-Objective Multi-Agent Decision Making☆117Oct 7, 2025Updated 5 months ago
- An extension of the PyMARL codebase that includes additional algorithms and environment support☆699Sep 24, 2024Updated last year
- VMAS is a vectorized differentiable simulator designed for efficient Multi-Agent Reinforcement Learning benchmarking. It is comprised of …☆525Feb 8, 2026Updated last month
- One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)☆1,276Nov 28, 2024Updated last year
- Multi-Agent Reinforcement Learning with JAX☆762Jan 14, 2026Updated last month
- ☆297Feb 15, 2024Updated 2 years ago
- The Starcraft Multi-Agent challenge lite☆47Sep 13, 2024Updated last year
- A parallel framework for population-based multi-agent reinforcement learning.☆550Dec 14, 2023Updated 2 years ago
- Safe Multi-Agent MuJoCo benchmark for safe multi-agent reinforcement learning research.☆73Jun 13, 2024Updated last year
- A simple and highly efficient RTS-game-inspired environment for reinforcement learning (formerly Gym-MicroRTS)☆285Aug 11, 2025Updated 6 months ago
- ☆16May 5, 2022Updated 3 years ago
- 🦁 A research-friendly codebase for fast experimentation of multi-agent reinforcement learning in JAX☆883Feb 26, 2026Updated last week
- Multi-objective Gymnasium environments for reinforcement learning☆371Feb 11, 2026Updated 3 weeks ago
- BenchMARL is a library for benchmarking Multi-Agent Reinforcement Learning (MARL). BenchMARL allows to quickly compare different MARL alg…☆574Feb 7, 2026Updated last month
- A web based platform for collecting human actions in reinforcement learning environments☆31Sep 10, 2025Updated 5 months ago
- This is the official implementation of Multi-Agent PPO (MAPPO).☆1,902Jul 18, 2024Updated last year
- MATE: the Multi-Agent Tracking Environment.☆51Mar 31, 2023Updated 2 years ago
- A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilities☆496Jan 10, 2026Updated last month
- A collection of wrappers for Gymnasium and PettingZoo environments (being merged into gymnasium.wrappers and pettingzoo.wrappers☆491Aug 11, 2025Updated 6 months ago
- Multi-Robot Warehouse (RWARE): A multi-agent reinforcement learning environment☆412Sep 15, 2024Updated last year
- Contains JAX implementation of algorithms for inverse reinforcement learning☆74Aug 18, 2024Updated last year
- Simple and easily configurable grid world environments for reinforcement learning☆2,405Updated this week
- A small and fast image rescaling library with SIMD support☆22Aug 11, 2025Updated 6 months ago
- The implementation of ICLR 2023 paper "Discovering Generalizable Multi-agent Coordination Skills from Multi-task Offline Data".☆48Oct 31, 2024Updated last year
- JAX and PZ RL envs + algorithms for swarms of CrazyFlies☆91Aug 28, 2024Updated last year
- Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"☆2,733Apr 9, 2024Updated last year
- An engine to create high performance multi-agent grid world environments with hundreds or thousands of agents, along with a set of refere…☆194Oct 21, 2022Updated 3 years ago
- Crazyflie UAV simulation based on the PyFlyt library☆22Aug 29, 2023Updated 2 years ago
- A collection of robotics simulation environments for reinforcement learning☆860Jan 24, 2026Updated last month
- ☆47May 21, 2024Updated last year
- ☆16Jul 16, 2024Updated last year
- Code repository for "N-agent Ad Hoc Teamwork" paper (Wang et al., Neurips 2024).☆25Oct 2, 2025Updated 5 months ago
- A tool to automate installing Atari ROMs for the Arcade Learning Environment☆79Aug 11, 2025Updated 6 months ago
- Official code repo for the MARL book (www.marl-book.com)☆613Mar 30, 2025Updated 11 months ago