Optimal Open Loop Markov Decision Rules May Require Parametric Excitation

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Optimal Open Loop Markov Decision Rules May Require Parametric Excitation

Abstract. We present here a general theory, and give a specific example, showing that there exist time invariant Markov decision problems, with no time variation in the model which, when optimized over an infinite interval, have optimal closed loop control laws that are time varying. Although similar behavior was observed much earlier for specific problems arising in chemical and aeronautical e...

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ژورنال

عنوان ژورنال: Communications in Information and Systems

سال: 2010

ISSN: 1526-7555,2163-4548

DOI: 10.4310/cis.2010.v10.n4.a6