A standard API for multi-agent reinforcement learning environments, with popular reference environments and related utilities
☆3,512Sep 5, 2026Updated this week
Alternatives and similar repositories for PettingZoo
Users that are interested in PettingZoo are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A collection of wrappers for Gymnasium and PettingZoo environments (being merged into gymnasium.wrappers and pettingzoo.wrappers☆493Jul 13, 2026Updated last month
- 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
- Python Multi-Agent Reinforcement Learning framework☆2,216Dec 8, 2022Updated 3 years ago
- One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)☆1,344Nov 28, 2024Updated last year
- SMAC: The StarCraft Multi-Agent Challenge☆1,367Feb 18, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- This is the official implementation of Multi-Agent PPO (MAPPO).☆2,095Jul 18, 2024Updated 2 years ago
- An extension of the PyMARL codebase that includes additional algorithms and environment support☆732Sep 24, 2024Updated last year
- PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.☆13,780Updated this week
- Paper list of multi-agent reinforcement learning (MARL)☆4,878Feb 11, 2026Updated 6 months ago
- 🦁 A research-friendly codebase for fast experimentation of multi-agent reinforcement learning in JAX☆934Updated this week
- High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, T…☆10,380Apr 20, 2026Updated 4 months ago
- A standard API for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly …☆12,508Updated this week
- Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario…☆1,762Sep 8, 2022Updated 4 years ago
- A collection of multi agent environments based on OpenAI gym.☆633Jul 7, 2024Updated 2 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- A suite of test scenarios for multi-agent reinforcement learning.☆871Aug 27, 2026Updated last week
- Simple and easily configurable grid world environments for reinforcement learning☆2,506Updated this week
- A parallel framework for population-based multi-agent reinforcement learning.☆556Dec 14, 2023Updated 2 years ago
- OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.☆5,469Aug 31, 2026Updated last week
- A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents include…☆2,874Updated this week
- Hello, I pushed some python environments for Multi Agent Reinforcement Learning.☆750May 23, 2022Updated 4 years ago
- Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)☆708May 18, 2024Updated 2 years ago
- An elegant PyTorch deep reinforcement learning library.☆10,964Apr 3, 2026Updated 5 months ago
- A Platform for Many-Agent Reinforcement Learning☆1,759Oct 22, 2022Updated 3 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.
- Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"☆1,983Apr 1, 2024Updated 2 years ago
- Multi-Agent Reinforcement Learning with JAX☆848Updated this week
- Benchmark for Continuous Multi-Agent Robotic Control, based on OpenAI's Mujoco Gym environments.☆374Mar 16, 2023Updated 3 years ago
- Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019☆810May 29, 2022Updated 4 years ago
- BenchMARL is a library for benchmarking Multi-Agent Reinforcement Learning (MARL). BenchMARL allows to quickly compare different MARL alg…☆659Feb 7, 2026Updated 7 months ago
- Repo containing code for multi-agent deep reinforcement learning (MADRL).☆752Jul 7, 2026Updated 2 months ago
- ☆327Feb 15, 2024Updated 2 years ago
- A repository designed for contributors to the Open Stack Standard, and Global Developer Network.☆112Jan 26, 2021Updated 5 years ago
- A hardcore action-adventure platformer in which you battle your way through different regions to gain clues to unravel a great mystery.☆97Feb 17, 2021Updated 5 years ago
- 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.
- Data structures in JavaScript, notes plus runnable implementations: binary search tree, hash table, linked list, queue and stack, with ru…☆114Aug 23, 2026Updated 2 weeks ago
- Official Ada++ repository☆99Apr 1, 2021Updated 5 years ago
- A zero-configuration tool-chain which allows for front-end application theming, extension and translation.☆95Nov 30, 2022Updated 3 years ago
- A collection of reference environments for offline reinforcement learning☆1,704Nov 18, 2024Updated last year
- A library of reinforcement learning components and agents☆4,056Aug 25, 2026Updated 2 weeks ago
- ☆227Jun 4, 2023Updated 3 years ago
- A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.☆3,547Updated this week