Markov Decision Processes
Discrete Stochastic Dynamic Programming
By Martin L. Puterman
"Markov Decision Processes" is published by Wiley-Interscience in 2005 - Hoboken, NJ, USA, it has 680 pages and the language of the book is English.
“Markov Decision Processes” Metadata:
- Title: Markov Decision Processes
- Author: Martin L. Puterman
- Language: English
- Number of Pages: 680
- Publisher: Wiley-Interscience
- Publish Date: 2005
- Publish Location: Hoboken, NJ, USA
“Markov Decision Processes” Subjects and Themes:
- Subjects: ➤ Dynamic programming - Markov processes - Statistical decision - Entscheidungstheorie - Stochastische Optimierung - Dynamische Optimierung - Diskreter Markov-Prozess - Markovscher Prozess - Markov-beslissingsproblemen - Prise de décision (Statistique) - Stochastic Processes - Markov Chains - Linear Programming - 31.70 probability - Processus de Markov - Programmation dynamique - Markov-processen - Dynamische programmering - Statistical Models
Edition Specifications:
- Format: Paperback
- Weight: 880 grams
- Pagination: xvii, 649p.
Edition Identifiers:
- The Open Library ID: OL7620676M - OL3904991W
- Online Computer Library Center (OCLC) ID: 918982369
- ISBN-13: 9780471727828
- ISBN-10: 0471727822
- All ISBNs: 0471727822 - 9780471727828
AI-generated Review of “Markov Decision Processes”:
"Markov Decision Processes" Table Of Contents:
- 1- Preface.
- 2- 1. Introduction.
- 3- 2. Model Formulation.
- 4- 3. Examples.
- 5- 4. Finite-Horizon Markov Decision Processes.
- 6- 5. Infinite-Horizon Models: Foundations.
- 7- 6. Discounted Markov Decision Problems.
- 8- 7. The Expected Total-Reward. Criterion.
- 9- 8. Average Reward and Related Criteria.
- 10- 9. The Average Reward Criterion-Multichain and Communicating Models.
- 11- 10. Sensitive Discount Optimality.
- 12- 11. Continuous-Time Models.
- 13- Afterword.
- 14- Notation.
- 15- Appendix A. Markov Chains.
- 16- Appendix B. Semicontinuous Functions.
- 17- Appendix C. Normed Linear Spaces.
- 18- Appendix D. Linear Programming.
- 19- Bibliography.
- 20- Index.
Snippets and Summary:
Each day people make many decisions; decisions which have both immediate and long-term consequences.
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