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openai/baselines

OpenAI's set of high-quality reinforcement learning algorithm implementations including DQN and variants.

16.7k stars Python ML Frameworks
baselines
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OpenAI Baselines is a collection of reference implementations of reinforcement learning algorithms designed to match published paper performance. These implementations serve as research baselines, making it easier for the community to replicate results, refine approaches, and compare new methods against established ones.

Frequently asked

What is openai/baselines?
OpenAI's set of high-quality reinforcement learning algorithm implementations including DQN and variants.
Is baselines open source?
Yes — openai/baselines is open source, released under the MIT license.
What language is baselines written in?
openai/baselines is primarily written in Python.
How popular is baselines?
openai/baselines has 16.7k stars on GitHub.
Where can I find baselines?
openai/baselines is on GitHub at https://github.com/openai/baselines.

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