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Test Bank for Markov Decision Processes: Discrete Stochastic Dynamic Programming, 1th edition

By: Martin L. Puterman
ISBN-10: 0471727822
/ ISBN-13: 9780471727828

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Format: Downloadable ZIP Fille
Authors: Martin L. Puterman
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Description

Table of content:

Preface.
1. Introduction.
2. Model Formulation.
3. Examples.
4. Finite-Horizon Markov Decision Processes.
5. Infinite-Horizon Models: Foundations.
6. Discounted Markov Decision Problems.
7. The Expected Total-Reward. Criterion.
8. Average Reward and Related Criteria.
9. The Average Reward Criterion-Multichain and Communicating Models.
10. Sensitive Discount Optimality.
11. Continuous-Time Models.
Afterword.
Notation.
Appendix A. Markov Chains.
Appendix B. Semicontinuous Functions.
Appendix C. Normed Linear Spaces.
Appendix D. Linear Programming.
Bibliography.
Index.

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