Continuous-time Markov decision processes : Borel space models and general control strategies / Alexey Piunovskiy, Yi Zhang ; foreword by Albert Nikolaevich Shiryaev.
Piunovskiy, A. B., author.
2020
QA274.7
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Title Continuous-time Markov decision processes : Borel space models and general control strategies / Alexey Piunovskiy, Yi Zhang ; foreword by Albert Nikolaevich Shiryaev.
Author Piunovskiy, A. B., author.
ISBN 9783030549879 (electronic book)
3030549879 (electronic book)
3030549860
9783030549862
DOI https://doi.org/10.1007/978-3-030-54987-9
Published Cham : Springer, [2020]
Language English
Description 1 online resource (xxiv, 583 pages) : illustrations
Item Number 10.1007/978-3-030-54987-9 doi
Call Number QA274.7
Dewey Decimal Classification 519.2/33
Access Note Access limited to authorized users.
Source of Description Online resource; title from PDF title page (SpringerLink, viewed January 26, 2021).
Series Probability theory and stochastic modelling ; v. 97. 2199-3130
Available in Other Form Print version: 9783030549862
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Foreword
Preface
Description of CTMDPs and Preliminaries
Selected Properties of Controlled Processes
The Discounted Cost Model
Reduction to DTMDP: The Total Cost Model
The Average Cost Model
The Total Cost Model: General Case
Gradual-Impulsive Control Models
Appendices: Miscellaneous Results.-Relevant Definitions and Facts
Definitions and Facts about Discrete-Time Markov Decision Processes
Bibliography
Index
Notation. .

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