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Cao, Xi-Ren

Stochastic Learning and Optimization

Cao, Xi-Ren - Stochastic Learning and Optimization, ebook

136,40€

Ebook, PDF with Adobe DRM
ISBN: 9780387690827
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Table of contents

1. Introduction
Xi-Ren Cao

2. Perturbation Analysis
Xi-Ren Cao

3. Learning and Optimization with Perturbation Analysis
Xi-Ren Cao

4. Markov Decision Processes
Xi-Ren Cao

5. Sample-Path-Based Policy Iteration
Xi-Ren Cao

6. Reinforcement Learning
Xi-Ren Cao

7. Adaptive Control Problems as MDPs
Xi-Ren Cao

8. Event-Based Optimization of Markov Systems
Xi-Ren Cao

9. Constructing Sensitivity Formulas
Xi-Ren Cao

DRM-restrictions

Printing: not available
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Keywords: COMPUTERS / Computer Science COM014000

Author(s)
Publisher
Springer
Publication year
2008
Language
en
Edition
1
Category
Information Technology, Telecommunications
Format
Ebook
eISBN (PDF)
9780387690827

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