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.
At a glance
Is this tool relevant to you?
What it does
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.
May suit
People who want an AI system to plan or carry out multi-step tasks.
Before you try it
The repository reports a NOASSERTION license. Setup difficulty and device support still need to be checked upstream.
Evidence & freshness
What we know, and how recently we checked
This record comes from the wider automated directory. It has not yet passed the stronger catalog verification checks.
- Source
- Automated project sync
- Checked
- Snapshot evidence level
- Limited confidence
- Maintenance signal
- Watch55/100
Mixed maintenance signals. Review recent activity and the weaker areas before adopting it.
The health score is an automated maintenance signal, not a security audit or a guarantee that the tool fits your needs.
How verification and health scoring work
Catalog-verified records use a timestamped GitHub snapshot that passed source and completeness checks. Basic listings come from the wider automated sync and have not yet passed that stronger verification path.
Health combines recent activity, commit frequency, issue handling, contributor depth, release cadence, documentation, and community signals. Missing evidence lowers how much confidence you should place in the number.
Read the full methodology →⭐
19.6K
Stars
🍴
4.5K
Forks
👥
178
Contributors
💚
Watch55/100
Health Score
Star History
Health Score Breakdown
Star Momentum
76
Commit Frequency
6
Issue Health
20
Contributors
100
Release Cadence
10
Documentation
100
Community Signal
100
Project Info
- Language
- C#
- License
- NOASSERTION
- Last Commit
- 2026-07-23 19:31 UTC
- Last Release
- release_23_tag (2025-09-02 16:19 UTC)
- Open Issues
- 20
- Bus Factor
- 10
- Commits/Week
- 1.2
- Avg Issue Close
- 55.9 days
deep-learningdeep-reinforcement-learningmachine-learningneural-networksreinforcement-learningunityunity3d
Project Badge
Embed a live health badge in a README or docs page.
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