Markov Decision Processes in Artificial Intelligence 2024 pdf epub mobi 电子书

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发表于2024-09-16

Markov Decision Processes in Artificial Intelligence 2024 pdf epub mobi 电子书

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出版者:

作者:Sigaud, Olivier; Buffet, Olivier;

出品人:

页数:480

译者:

出版时间:2010-3

价格:£ 102.00

装帧:

isbn号码:9781848211674

丛书系列:

图书标签: 运筹学数学教材动态规划优化

Markov Decision Processes in Artificial Intelligence 2024 pdf epub mobi 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.

Markov Decision Processes in Artificial Intelligence 2024 pdf epub mobi 电子书

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