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A note on asymptotics of discounted value function and strong 0-discount optimality
Authors:A A Yushkevich
Institution:(1) Department of Mathematics, University of North Carolina at Charlotte, 28223, NC, USA
Abstract:We consider a Markov decision process with a Borel state space, bounded rewards, and a bounded transition density satisfying a simultaneous Doeblin-Doob condition. An asymptotics for the discounted value function related to the existence of stationary strong 0-discount optimal policies is extended from the case of finite action sets to the case of compact action sets and continuous in action rewards and transition densities.Supported by NSF grant DMS-9404177
Keywords:Markov decision process  Borel state space  compact action sets  sensitive optimality
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