Markov Decision Processes: Discrete Stochastic Dynamic Programming
Markov Decision Processes: Discrete Stochastic Dynamic Programming
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DOI：
10.1002/9780470316887
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发表时间：
1994-04
期刊：
影响因子：
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通讯作者：
M. Puterman
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文献类型：
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作者：
M. Puterman
Wiley-Interscience平装书系列由精选书籍组成，这些书籍已经更容易为消费者所用，以增加全球吸引力和一般发行量。威利希望通过这些新的未删节的软封面卷，将这些作品提供给子孙后代的统计学家、数学家和科学家，从而延长这些作品的生命力。“这篇文章是独一无二的，它汇集了迄今为止在其他文章和论文中只找到一部分的许多结果。文本是相当独立的，包括一些基本的数学结果需要，并提供了丰富的饮食的例子，应用和练习。每一章末尾的书目材料都很好，不仅从历史的角度来看，而且因为它对研究人员获得MDP研究潜力的良好视角很有价值。-Zentralblatt fur Mathematik...这是非常有价值的先进水平的学生，研究人员和专业从业人员的这一领域，现在有一个完整的卷（600多页）专门讨论这个问题。马尔可夫决策过程：离散随机动态规划代表了离散时间马尔可夫决策过程的理论和计算方面的最新，统一和严格的治疗。《美国统计协会杂志》（Journal of the American Statistical Association）
The Wiley-Interscience Paperback Series consists of selected books that have been made more accessible to consumers in an effort to increase global appeal and general circulation. With these new unabridged softcover volumes, Wiley hopes to extend the lives of these works by making them available to future generations of statisticians, mathematicians, and scientists." This text is unique in bringing together so many results hitherto found only in part in other texts and papers.... The text is fairly self-contained, inclusive of some basic mathematical results needed, and provides a rich diet of examples, applications, and exercises. The bibliographical material at the end of each chapter is excellent, not only from a historical perspective, but because it is valuable for researchers in acquiring a good perspective of the MDP research potential."—Zentralblatt fur Mathematik"... it is of great value to advanced-level students, researchers, and professional practitioners of this field to have now a complete volume (with more than 600 pages) devoted to this topic.... Markov Decision Processes: Discrete Stochastic Dynamic Programming represents an up-to-date, unified, and rigorous treatment of theoretical and computational aspects of discrete-time Markov decision processes."—Journal of the American Statistical Association