Markov Decision Processes

Gebonden Engels 1993 9780471936275
Verwachte levertijd ongeveer 9 werkdagen

Samenvatting

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.

Specificaties

ISBN13:9780471936275
Taal:Engels
Bindwijze:gebonden
Aantal pagina's:238
Hoofdrubriek:, Algemeen management

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Inhoudsopgave

A General Framework for Markov Decision Processes.
<br />
<br /> Algorithms.
<br />
<br /> Linear Programming Formulations for Markov Decision Processes.
<br />
<br /> Semi–Markov Decision Processes.
<br />
<br /> Partially Observable and Adaptive Markov Decision Processes.
<br />
<br /> Further Aspects of Markov Decision Processes.
<br />
<br /> Some Markov Decision Process Problems, Formulations and Optimality Equations.
<br />
<br /> References.
<br />
<br /> Solutions to Exercises.
<br />
<br /> Index.

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