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Titlebook: Reinforcement Learning; Theory and Python Im Zhiqing Xiao Book 2024 Beijing Huazhang Graphics & Information Co., Ltd, China Machine Press 2

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发表于 2025-3-21 17:19:40 | 显示全部楼层 |阅读模式
书目名称Reinforcement Learning
副标题Theory and Python Im
编辑Zhiqing Xiao
视频videohttp://file.papertrans.cn/826/825929/825929.mp4
概述Introduces not only algorithms and mathematical theory behind them, but also implementation details and usage examples.Covers both classical and modern RL algorithms, including algorithms for large mo
图书封面Titlebook: Reinforcement Learning; Theory and Python Im Zhiqing Xiao Book 2024 Beijing Huazhang Graphics & Information Co., Ltd, China Machine Press 2
描述.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..
出版日期Book 2024
关键词Reinforcement Learning; Deep Reinforcement Learning; Machine Learning; Artificial Intelligence; Python I
版次1
doihttps://doi.org/10.1007/978-981-19-4933-3
isbn_softcover978-981-19-4935-7
isbn_ebook978-981-19-4933-3
copyrightBeijing Huazhang Graphics & Information Co., Ltd, China Machine Press 2024
The information of publication is updating

书目名称Reinforcement Learning影响因子(影响力)




书目名称Reinforcement Learning影响因子(影响力)学科排名




书目名称Reinforcement Learning网络公开度




书目名称Reinforcement Learning网络公开度学科排名




书目名称Reinforcement Learning被引频次




书目名称Reinforcement Learning被引频次学科排名




书目名称Reinforcement Learning年度引用




书目名称Reinforcement Learning年度引用学科排名




书目名称Reinforcement Learning读者反馈




书目名称Reinforcement Learning读者反馈学科排名




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Zhiqing Xiaoen Teil werden verschiedene vertragliche Lösungen zur Anbahnung sowie zum Abschluss von Lizenz- und anderen Verwertungsvereinbarungen vorgestellt. Häufige Probleme bei der Finanzierung der Weiterentwicklung von Projekten werden adressiert und Lösungen aufgezeigt. Der Schlussteil ist speziell dem The
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Book 2024...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..
发表于 2025-3-23 00:28:45 | 显示全部楼层
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Zhiqing Xiaondene Erfinder. Es richtet sich grundsätzlich an alle Naturwissenschaftler und Mediziner an Universitäten, Universitätskliniken und Hochschulen. Viele Beispiele entstammen dem Life-Science-Bereich, so dass besonders Biologen, Chemiker, Pharmazeuten und Mediziner angesprochen werden..978-3-642-54994-6
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