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Markov Decision Processes: Discrete Stochastic Dynamic Programming

Contributor(s): Puterman, Martin L (Author)

ISBN: 9780471727828

Publisher: Wiley-Interscience

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Pub Date: March 1, 2005

Dewey: 519.542

Lexile Code: 0000

Features: Bibliography, Illustrated, Index, Table of Contents

Target Age Group: NA to NA

Physical Info: 1.22" H x 9.23" L x 6.30" W ( 2.07 lbs) 684 pages

Series: Wiley Probability and Statistics

Descriptions, Reviews, etc.

Description: An up-to-date, unified and rigorous treatment of theoretical, computational and applied research on Markov decision process models. Concentrates on infinite-horizon discrete-time models. Discusses arbitrary state spaces, finite-horizon and continuous-time discrete-state models. Also covers modified policy iteration, multichain models with average reward criterion and sensitive optimality. Features a wealth of figures which illustrate examples and an extensive bibliography.

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