Stationary policies and Markov policies in Borel dynamic programming |
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Authors: | Manfred Schäl William Sudderth |
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Institution: | (1) Institut für Angewandte Mathematik, Universität Bonn, Wegeler Str. 6, D-5300 Bonn, Federal Republic of Germany;(2) School of Statistics, University of Minnesota, 270 Vincent Hall, 55455 Minneapolis, MN, USA |
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Abstract: | Summary The question of the existence of good Markov good stationary] policies is studied for a general class of Borel stationary] dynamic programming models. It is shown, for example, that Markov stationary] policies are uniformly adequate if every transition law is absolutely continuous with respect to a fixed measure and the reward function is positive or the model satisfies certain compactness and continuity conditions].Research supported by Deutsche Forschungsgemeinschaft, Sonderforschungsbereich 72 Research supported by National Science Foundation Grant MCS 8100789 |
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