Markov Decision Processes
(Sprache: Englisch)
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...
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Klappentext zu „Markov Decision Processes “
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.
Inhaltsverzeichnis zu „Markov Decision Processes “
A General Framework for Markov Decision Processes. Algorithms. Linear Programming Formulations for Markov Decision Processes. Semi-Markov Decision Processes. Partially Observable and Adaptive Markov Decision Processes. Further Aspects of Markov Decision Processes. Some Markov Decision Process Problems, Formulations and Optimality Equations. References. Solutions to Exercises. Index.
Bibliographische Angaben
- Autoren: D. J. White , Jerry White
- 240 Seiten, Maße: 15,7 x 23,5 cm, Gebunden, Englisch
- Verlag: John Wiley & Sons, Inc.
- ISBN-10: 0471936278
- ISBN-13: 9780471936275
- Erscheinungsdatum: 08.03.1993
Sprache:
Englisch
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