Best Alternatives to ma-gym
Multi-Agent·★ 631
A collection of multi agent environments based on OpenAI gym.
#Reinforcement Learning#Multi-Agent Systems#OpenAI Gym#Python#Simulation#Coding
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Best Alternatives to ma-gym
ToolDescriptionStarsLicenseUpdated
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Microsoft AutoGen
Microsoft AutoGenA framework that enables the development of LLM applications using multiple agents that can converse with each other to solve tasks.
★ 58.5k
CC-BY-4.0
1mo ago
Details →02
CrewAI
CrewAIFramework for orchestrating role-playing, autonomous AI agents. By working together, your Crew can tackle complex tasks.
★ 52.4k
MIT
1d ago
Details →03
adk-python
adk-pythonAn open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.
★ 19.9k
Apache-2.0
1d ago
Details →04
DeepCode
DeepCode"DeepCode: Open Agentic Coding (Paper2Code & Text2Web & Text2Backend)"
★ 15.7k
MIT
1w ago
Details →
06
adk-java
adk-javaAn open-source, code-first Java toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.
★ 1.6k
Apache-2.0
1d ago
Details →
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solace-agent-mesh
solace-agent-meshAn event-driven framework designed to build and orchestrate multi-agent AI systems. It enables seamless integration of AI agents with real-world data sources and systems, facilitating complex, multi-step workflows.
★ 4.8k
THE
3d ago
Details →02
Side-by-Side Comparison
| Field | ma-gym | Microsoft AutoGen | CrewAI | adk-python |
|---|---|---|---|---|
| Category | Multi-Agent | Multi-Agent | Multi-Agent | Multi-Agent |
| Stars | ★ 631 | ★ 58.5k | ★ 52.4k | ★ 19.9k |
| License | — | CC-BY-4.0 | MIT | Apache-2.0 |
| Updated | 1y ago | 1mo ago | 1d ago | 1d ago |
| Open Source | Yes | Yes | Yes | Yes |
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Compare ma-gym With Others
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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.