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RL-Theory-book
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RL-Theory-book

Reinforcement learning theory book about foundations of deep RL algorithms with proofs.

by FortsAndMills · GitHub
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bookdeep-reinforcement-learningreinforcement-learningTeX
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Read a comprehensive book on the principles and proofs of deep reinforcement learning algorithms.

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2026-07-202026-08-31
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📄 About

Reinforcement learning theory book about foundations of deep RL algorithms with proofs.

RL-Theory-book has 348 stars on GitHub. It has been forked 20 times. RL-Theory-book is written mainly in TeX. It has been in active development since 2020. Its main topics are book, deep-reinforcement-learning, reinforcement-learning, reinforcement-learning-algorithms.

Frequently asked questions

What is RL-Theory-book?

Reinforcement learning theory book about foundations of deep RL algorithms with proofs.

Is RL-Theory-book open source?

RL-Theory-book is an open-source project.

Is RL-Theory-book free?

Yes. RL-Theory-book is free and open source — you can use, modify and self-host it.

What language is RL-Theory-book written in?

RL-Theory-book is written mainly in TeX.

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