Markov decision processes

著者

• White, D. J. (Douglas John)

書誌事項

Markov decision processes

D.J. White

J. Wiley, c1993

注記

Bibliography: p. [184]-189

Includes index

内容説明・目次

内容説明

Examines several fundamentals concerning the manner in which Markov decision problems may be properly formulated and the determination of solutions or their properties. Coverage includes optimal equations, algorithms and their characteristics, probability distributions, modern development in the Markov decision process area, namely structural policy analysis, approximation modeling, multiple objectives and Markov games. Copiously illustrated with examples.

目次

A General Framework for Markov Decision Processes. Algorithms. Linear Programming Formulations for Markov DecisionProcesses. Semi-Markov Decision Processes. Partially Observable and Adaptive Markov Decision Processes. Further Aspects of Markov Decision Processes. Some Markov Decision Process Problems, Formulations and OptimalityEquations. References. Solutions to Exercises. Index.

「Nielsen BookData」 より

詳細情報

• NII書誌ID(NCID): BA19943218
• ISBN:
  • 0471936278
• LCCN: 92001646
• 出版国コード: uk
• タイトル言語コード: eng
• 本文言語コード: eng
• 出版地: Chichester [England] ; New York
• ページ数/冊数: xiv, 224 p.
• 大きさ: 24 cm
• 分類:
  • LCC : QA274.7
  • DC20 : 519.2/33
• 件名:
  • LCSH : Markov processes
  • LCSH : Statistical decision