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Markov Decision Processes in Artificial Intelligence 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Sigaud, Olivier; Buffet, Olivier; 作者

译者

2010-3 出版日期

480 页数

£ 102.00 价格

丛书系列

9781848211674 图书编码

Markov Decision Processes in Artificial Intelligence 在线电子书图书标签: 运筹学数学教材动态规划优化

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Markov Decision Processes in Artificial Intelligence 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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Markov Decision Processes in Artificial Intelligence 在线电子书 pdf 下载 txt下载 epub 下载 mobi 在线电子书下载

Markov Decision Processes in Artificial Intelligence 在线电子书图书描述

Markov Decision Processes (MDPs) are a mathematical framework for modeling sequential decision problems under uncertainty as well as Reinforcement Learning problems. Written by experts in the field, this book provides a global view of current research using MDPs in Artificial Intelligence. It starts with an introductory presentation of the fundamental aspects of MDPs (planning in MDPs, Reinforcement Learning, Partially Observable MDPs, Markov games and the use of non-classical criteria). Then it presents more advanced research trends in the domain and gives some concrete examples using illustrative applications.

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