Finite Approximations in Discrete-Time Stochastic Control: Quantized Models and Asymptotic Optimality

by Naci Saldi, Serdar Yüksel, Tamás Linder

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Introduction and Summary.- Part I: Finite Model Approximations in Stochastic Control.- Prelude to Part I.- Finite Action Approximation of Markov Decision Processes.- Finite-State Approximation of Markov Decision Processes.- Approximations for Partially Observed Markov Decision Processes.- Approximations for Constrained Markov Decision Problems.- Part II: Finite Model Approximations in Decentralized Stochastic Control.- Prelude to Part II.- Finite Model Approximations in Decentralized Stochastic Control.- Asymptotic Optimality of Finite Models for Specific Systems.- Index.- References.

Format:Paperback

Language:English

ISBN:3030077101

ISBN13:9783030077105

Release Date:January 2019

Publisher:Birkhauser

Length:198 Pages

Weight:0.66 lbs.

Dimensions:0.4" x 6.1" x 9.2"

Related Subjects

Engineering Math Mathematics Science Science & Math Science & Scientists Science & Technology Technology

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Finite Approximations in Discrete-Time Stochastic Control: Quantized Models and Asymptotic Optimality

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