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Finite Approximations in Discrete-Time Stochastic Control

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Cover of 'Finite Approximations in Discrete-Time Stochastic Control'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction and Summary
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    Chapter 2 Prelude to Part I
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    Chapter 3 Finite-Action Approximation of Markov Decision Processes
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    Chapter 4 Finite-State Approximation of Markov Decision Processes
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    Chapter 5 Approximations for Partially Observed Markov Decision Processes
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    Chapter 6 Approximations for Constrained Markov Decision Problems
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    Chapter 7 Prelude to Part II
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    Chapter 8 Finite Model Approximations in Decentralized Stochastic Control
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    Chapter 9 Asymptotic Optimality of Finite Models for Witsenhausen’s Counterexample and Beyond
Attention for Chapter 6: Approximations for Constrained Markov Decision Problems
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