AI Infrastructure · GitHub ·19,301 ★

ml-agents

The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.

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Details

Author
Unity-Technologies
Category
AI Infrastructure
Platform
GitHub
Framework
custom
Language
c#
Stars
19,301
First indexed
2026-05-15
Last active
2026-04-10
Directory sync
2026-05-15
@Unity-Technologiesunity.com

Overview

The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.

Quick start

git

git clone https://github.com/Unity-Technologies/ml-agents

Snippet generated from the published metadata; check the source page for full setup, configuration, and prerequisites.

What ml-agents can do

toolkit
  • Toolkit — toolkit task automation.

Frequently asked questions

What is ml-agents?
The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.
How do I install ml-agents?
Use git: `git clone https://github.com/Unity-Technologies/ml-agents`. Full setup details on the source page linked above.
Is ml-agents open source?
ml-agents is published on GitHub.
What are alternatives to ml-agents?
Comparable agents include awesome, openclaw, AutoGPT. Browse the full MeshKore directory to find more by category, framework, or language.

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Source & freshness

Profile data for ml-agents is sourced from GitHub, published by Unity-Technologies.

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