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Alternatives to ma-gym
ma-gym logo

Best Alternatives to ma-gym

Multi-Agent·★ 636·Apache-2.0

A collection of multi agent environments based on OpenAI gym.

#Reinforcement Learning#Multi-Agent Systems#OpenAI Gym#Python#Simulation#Coding
↗ Visit siteGitHub
01

Best Alternatives to ma-gym

ToolDescriptionStarsLicenseUpdated
01Microsoft AutoGen logoMicrosoft AutoGen
A framework that enables the development of LLM applications using multiple agents that can converse with each other to solve tasks.
★ 61.5k
MIT
1w ago
Details →
02CrewAI logoCrewAI
Framework for orchestrating role-playing, autonomous AI agents. By working together, your Crew can tackle complex tasks.
★ 60.0k
MIT
1d ago
Details →
03ruflo logoruflo
🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architecture, distributed swarm intelligence, RAG integration, and native Claude Code / Codex Integration
★ 78.4k
MIT
1d ago
Details →
04MetaGPT logoMetaGPT
🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming
★ 71.0k
MIT
9mo ago
Details →
05nanobot logonanobot
Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps
★ 49.3k
MIT
1d ago
Details →
06agentscope logoagentscope
AgentScope: Agent-Oriented Programming for Building LLM Applications
★ 33.7k
Apache-2.0
1d ago
Details →
07adk-python logoadk-python
An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.
★ 22.0k
Apache-2.0
1d ago
Details →
08Pydantic AI logoPydantic AI
GenAI Agent Framework, the Pydantic way. A Python agent framework designed for production with type safety at its core.
★ 20.8k
MIT
1d ago
Details →
02

Side-by-Side Comparison

Field
ma-gym logoma-gym
Microsoft AutoGen logoMicrosoft AutoGen
CrewAI logoCrewAI
ruflo logoruflo
CategoryMulti-AgentMulti-AgentMulti-AgentMulti-Agent
Stars★ 636★ 61.5k★ 60.0k★ 78.4k
LicenseApache-2.0MITMITMIT
Updated2y ago1w ago1d ago1d ago
Open SourceYesYesYesYes
03

Compare ma-gym With Others

ma-gym vs Microsoft AutoGen →ma-gym vs CrewAI →ma-gym vs ruflo →ma-gym vs MetaGPT →ma-gym vs nanobot →ma-gym vs agentscope →
04

FAQ

What is ma-gym?
ma-gym provides a collection of multi-agent environments built upon the OpenAI Gym interface, facilitating research and development in multi-agent reinforcement learning. It includes various game-like and task-based environments, as well as wrappers to convert single-agent Gym environments into multi-agent forms for debugging.
What is the best alternative to ma-gym?
Microsoft AutoGen is the top-rated alternative to ma-gym in the Multi-Agent category.
Is there a free alternative to ma-gym?
Microsoft AutoGen is a free, open-source alternative.
Is ma-gym open source?
Yes, ma-gym is open source on GitHub, licensed under Apache-2.0.
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