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Markov Decision Processes(Wiley Series in Probability and Statistics) H 672 p. 94

Puterman, Martin L. 　著

絶版
価格 \41,514（税込）

発行年月	1994年05月
出版社／提供元	Wiley-Blackwell
出版国	アメリカ合衆国
言語	英語
媒体	冊子
装丁	hardcover
ページ数／巻数	672 p.
ジャンル	洋書
ISBN	9780471619772
商品コード	0209340208
本の性格	学術書
商品URL	https://kw.maruzen.co.jp/ims/itemDetail.html?itmCd=0209340208

内容

This study provides a unified treatment of the theory, applications andcomputational methods for Markov decision processes. Important topicsfeatured include action elimination methods, value iteration in the averagereward case and sensitive discount optimality.

Model Formulation. Examples. Finite--Horizon Markov Decision Processes.Infinite--Horizon Models: Foundations. Discounted Markov Decision Problems.The Expected Total--Reward Criterion. Average Reward and Related Criteria.The Average Reward Criterion--Multichain and Communicating Models. SensitiveDiscount Optimality. Continuous--Time Models. Afterword. Notation.Appendices. Bibliography. Index.