Markov decision processes: discrete stochastic dynamic programming.Martin L. Puterman

Markov-decision-processes.pdf
ISBN:9780471619772 |666 pages |17 Mb

- Markov decision processes: discrete stochastic dynamic programming
- Martin L. Puterman
- Page:666
- Format: pdf, ePub, fb2, mobi
- ISBN:9780471619772
- Publisher:Wiley-Interscience
Free a textbook downloadMarkov decision processes: discrete stochastic dynamic programming9780471619772 byMartin L. Puterman DJVU
Overview
An up-to-date, unified and rigorous treatment of theoretical, computational and applied research on Markov decision process models. Concentrates on infinite-horizon discrete-time models. Discusses arbitrary state spaces, finite-horizon and continuous-time discrete-state models. Also covers modified policy iteration, multichain models with average reward criterion and sensitive optimality. Features a wealth of figures which illustrate examples and an extensive bibliography.
From the Publisher
An up-to-date, unified and rigorous treatment of theoretical, computational and applied research on Markov decision process models. Concentrates on infinite-horizon discrete-time models. Discusses arbitrary state spaces, finite-horizon and continuous-time discrete-state models. Also covers modified policy iteration, multichain models with average reward criterion and sensitive optimality. Features a wealth of figures which illustrate examples and an extensive bibliography.
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