Examples in Markov Decision Processes

Examples in Markov Decision Processes
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Artikel-Nr:
9781848167933
Veröffentl:
2012
Einband:
HC gerader Rücken kaschiert
Erscheinungsdatum:
21.09.2012
Seiten:
310
Autor:
A. B. Piunovskiy
Gewicht:
604 g
Format:
235x157x21 mm
Sprache:
Englisch
Beschreibung:

This invaluable book provides approximately eighty examples illustrating the theory of controlled discrete-time Markov processes. Except for applications of the theory to real-life problems like stock exchange, queues, gambling, optimal search etc, the main attention is paid to counter-intuitive, unexpected properties of optimization problems. Such examples illustrate the importance of conditions imposed in the theorems on Markov Decision Processes. Many of the examples are based upon examples published earlier in journal articles or textbooks while several other examples are new. The aim was to collect them together in one reference book which should be considered as a complement to existing monographs on Markov decision processes.
Finite Horizon Models; Infinite Horizon Models, Expected Total Loss and Discounted Loss; Long Run Average Loss.

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