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Reinforcement Learning

Theory and Python Implementation. DE

Language EnglishEnglish
Book Paperback
Book Reinforcement Learning Zhiqing Xiao
Libristo code: 50047935
Publishers Springer, Berlin, November 2024
Reinforcement Learning: Theory and Python Implementation is a tutorial book on reinforcement learnin... Full description
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Reinforcement Learning: Theory and Python Implementation is a tutorial book on reinforcement learning, with explanations of both theory and applications. Starting from a uniform mathematical framework, this book derives the theory of modern reinforcement learning systematically and introduces all mainstream reinforcement learning algorithms such as PPO, SAC, and MuZero. It also covers key technologies of GPT training such as RLHF, IRL, and PbRL. Every chapter is accompanied by high-quality implementations, and all implementations of deep reinforcement learning algorithms are with both TensorFlow and PyTorch. Codes can be found on GitHub along with their results and are runnable on a conventional laptop with either Windows, macOS, or Linux.

This book is intended for readers who want to learn reinforcement learning systematically and apply reinforcement learning to practical applications. It is also ideal to academical researchers who seek theoretical foundation or algorithm enhancement in their cutting-edge AI research.

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About the book

Full name Reinforcement Learning
Author Zhiqing Xiao
Language English
Binding Book - Paperback
Date of issue 2025
Number of pages 559
EAN 9789811949357
Libristo code 50047935
Publishers Springer, Berlin
Weight 873
Dimensions 155 x 30 x 235
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