An engine for high performance multi-agent environments with very large numbers of agents, along with a set of reference environments
☆958Aug 21, 2026Updated 2 weeks ago
Alternatives and similar repositories for MAgent2
Users that are interested in MAgent2 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PettingZoo and Gymnasium bindings for popular reinforcement learning environments outside of Farama☆947Updated this week
- Fast and procedurally generated side-scroller-game-like graphical environments (formerly Procgen)☆665Aug 2, 2026Updated last month
- A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilities☆1,774Updated this week
- A Platform for Many-Agent Reinforcement Learning☆1,759Oct 22, 2022Updated 3 years ago
- Multi-objective Gymnasium environments for reinforcement learning☆1,247Updated this week
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A standard API for multi-agent reinforcement learning environments, with popular reference environments and related utilities☆3,506Updated this week
- A collection of robotics simulation environments for reinforcement learning☆1,954Updated this week
- VMAS is a vectorized differentiable simulator designed for efficient Multi-Agent Reinforcement Learning benchmarking. It is comprised of …☆604May 19, 2026Updated 3 months ago
- One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)☆1,344Nov 28, 2024Updated last year
- A suite of test scenarios for multi-agent reinforcement learning.☆869Aug 27, 2026Updated last week
- An extension of the PyMARL codebase that includes additional algorithms and environment support☆731Sep 24, 2024Updated last year
- Official code for "A General Learning Framework for Open Ad Hoc Teamwork Using Graph-based Policy Learning"☆15Mar 1, 2023Updated 3 years ago
- Multi-Agent Reinforcement Learning with JAX☆848Updated this week
- A parallel framework for population-based multi-agent reinforcement learning.☆556Dec 14, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Multi-objective multi-agent API and environments☆381Aug 10, 2026Updated 3 weeks ago
- The Starcraft Multi-Agent challenge lite☆49Sep 13, 2024Updated last year
- A simple and highly efficient RTS-game-inspired environment for reinforcement learning (formerly Gym-MicroRTS)☆292Aug 11, 2025Updated last year
- ☆327Feb 15, 2024Updated 2 years ago
- BenchMARL is a library for benchmarking Multi-Agent Reinforcement Learning (MARL). BenchMARL allows to quickly compare different MARL alg…☆656Feb 7, 2026Updated 7 months ago
- 🦁 A research-friendly codebase for fast experimentation of multi-agent reinforcement learning in JAX☆934Updated this week
- Safe Multi-Agent MuJoCo benchmark for safe multi-agent reinforcement learning research.☆78Jun 13, 2024Updated 2 years ago
- ☆16May 5, 2022Updated 4 years ago
- SocialJax: sequential social dilemma environments☆90Aug 21, 2026Updated 2 weeks ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"☆2,775Apr 9, 2024Updated 2 years ago
- MATE: the Multi-Agent Tracking Environment.☆54Mar 31, 2023Updated 3 years ago
- A collection of wrappers for Gymnasium and PettingZoo environments (being merged into gymnasium.wrappers and pettingzoo.wrappers☆493Jul 13, 2026Updated last month
- This is the official implementation of Multi-Agent PPO (MAPPO).☆2,091Jul 18, 2024Updated 2 years ago
- ☆16Jul 16, 2024Updated 2 years ago
- Simple and easily configurable grid world environments for reinforcement learning☆2,503Updated this week
- JAX and PZ RL envs + algorithms for swarms of CrazyFlies☆102Aug 28, 2024Updated 2 years ago
- The implementation of ICLR 2023 paper "Discovering Generalizable Multi-agent Coordination Skills from Multi-task Offline Data".☆45Oct 31, 2024Updated last year
- A grid-world game engine for game AI research☆259Apr 9, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- R3DM: Enabling Role Discovery and Diversity Through Dynamics Models in Multi-agent Reinforcement Learning☆19Nov 19, 2025Updated 9 months ago
- Crazyflie UAV simulation based on the PyFlyt library☆22Aug 29, 2023Updated 3 years ago
- Multi-Robot Warehouse (RWARE): A multi-agent reinforcement learning environment☆437Sep 15, 2024Updated last year
- ☆47May 21, 2024Updated 2 years ago
- Hello, I pushed some python environments for Multi Agent Reinforcement Learning.☆750May 23, 2022Updated 4 years ago
- Python Multi-Agent Reinforcement Learning framework☆2,216Dec 8, 2022Updated 3 years ago
- Contains JAX implementation of algorithms for inverse reinforcement learning☆80Aug 18, 2024Updated 2 years ago