PettingZoo is a standardized API and library for multi-agent reinforcement learning (MARL) environments. It provides a broad set of environments and tools to facilitate the development and evaluation of multi-agent algorithms.

Features

  • Provides a unified interface for multi-agent environments
  • Includes a diverse collection of MARL benchmarks like classic games and robotics
  • Compatible with Gym-style RL libraries
  • Supports both simultaneous and sequential action spaces
  • Easy-to-use API for creating custom multi-agent environments
  • Built-in visualization and rendering options

Project Samples

Project Activity

See All Activity >

License

MIT License

Follow PettingZoo

PettingZoo Web Site

Other Useful Business Software
AI-generated apps that pass security review Icon
AI-generated apps that pass security review

Stop waiting on engineering. Build production-ready internal tools with AI—on your company data, in your cloud.

Retool lets you generate dashboards, admin panels, and workflows directly on your data. Type something like “Build me a revenue dashboard on my Stripe data” and get a working app with security, permissions, and compliance built in from day one. Whether on our cloud or self-hosted, create the internal software your team needs without compromising enterprise standards or control.
Try Retool free
Rate This Project
Login To Rate This Project

User Reviews

Be the first to post a review of PettingZoo!

Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

Python

Related Categories

Python Reinforcement Learning Libraries

Registered

2025-03-13