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

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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

Download Markov decision processes: discrete stochastic dynamic programming

Free audio book with text download Markov decision processes: discrete stochastic dynamic programming

<p>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.</p> <p> From the Publisher</p> <p> 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. </p>

Markov Decision Processes: Discrete Stochastic - Amazon.ca
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Markov chains1 and Markov decision processes (MDPs) are special cases of a discrete stochastic process z1,,zt, with values zt in the finite set Blackwell, D. (1962) Discrete dynamic programming, Annals of Mathematical Statis-.

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