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

Markov decision processes: discrete stochastic dynamic programming


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ISBN: 9780471619772 | 666 pages | 17 Mb
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  • Markov decision processes: discrete stochastic dynamic programming
  • Martin L. Puterman
  • Page: 666
  • Format: pdf, ePub, fb2, mobi
  • ISBN: 9780471619772
  • Publisher: Wiley-Interscience
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Download ebook for ipod touch Markov decision processes: discrete stochastic dynamic programming English version 9780471619772 by Martin L. Puterman DJVU

<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>

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