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Markov Decision Processes - D. J. White

Markov Decision Processes

Hardcover

Published: 8th April 1993
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This text is based on a course given for PhD systems engineers at the University of Virginia in 1987. The appraoch, and level of mathematics used, is intended for the mathematically-minded postrgraduate students in such areas as systems engineering, indudtrial engineering, management science and operations research, and for final-year mathematicians and statisticians. It is not intended to be a research reference text, although reference is given to some key texts and papers for those wishing to pursue research in this area. It is intended as a basic text, covering some of the fundamentals involved in the manner in which Markov decision problems may be properly formulated and solutions, or properties of such solutions, determined.

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.

ISBN: 9780471936275
ISBN-10: 0471936278
Audience: Tertiary; University or College
Format: Hardcover
Language: English
Number Of Pages: 238
Published: 8th April 1993
Publisher: John Wiley and Sons Ltd
Country of Publication: GB
Dimensions (cm): 23.6 x 15.5  x 2.3
Weight (kg): 0.51
Edition Number: 1