<図書>
Markov decision processes with their applications
責任表示 | by Qiying Hu, Wuyi Yue |
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シリーズ | Advances in mechanics and mathematics / edited by David Y. Gao and Ray W. Ogden ; v. 14 |
データ種別 | 図書 |
出版情報 | New York : Springer , c2008 |
本文言語 | 英語 |
大きさ | xiv, 297 p. : ill. ; 25 cm |
概要 | Markov decision processes (MDPs), also called stochastic dynamic programming, were first studied in the 1960s. MDPs can be used to model and solve dynamic decisionmaking problems that are multi-period...and occur in stochastic circumstances. There are three basic branches in MDPs: discrete-time MDPs, continuous-time MDPs and semi-Markov decision processes. Starting from these three branches, many generalized MDPs models have been applied to various practical problems. These models include partially observable MDPs, adaptive MDPs, MDPs in stochastic environments, and MDPs with multiple objectives, constraints or imprecise parameters.続きを見る |
電子版へのリンク | https://hdl.handle.net/2324/6978562 |
所蔵情報
状態 | 巻次 | 所蔵場所 | 請求記号 | 刷年 | 文庫名称 | 資料番号 | コメント | 予約・取寄 | 複写申込 | 自動書庫 |
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理系図3F 数理独自 | HU,/12/1 | 2008 |
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023212007006353 |
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書誌詳細
一般注記 | Includes bibliographical references and index |
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著者標目 | *Hu, Qiying Yue, Wuyi |
件 名 | LCSH:Markov processes LCSH:Statistical decision LCSH:Discrete-time systems -- Mathematical models 全ての件名で検索 |
分 類 | LCC:QA274.7 DC22:519.233 |
書誌ID | 1001242660 |
ISBN | 9780387369501 |
NCID | BA84511899 |
巻冊次 | ISBN:9780387369501 |
NBN | GBA691988 |
登録日 | 2009.09.18 |
更新日 | 2017.02.18 |