On a continuously discounted vector valued Markov decision process

On a continuously discounted vector valued Markov decision process

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Article ID: iaor1990705
Country: India
Volume: 11
Issue: 1
Start Page Number: 1
End Page Number: 7
Publication Date: Jan 1990
Journal: Journal of Information & Optimization Sciences
Authors: ,
Abstract:

The paper deals with continuous time vector valued Markov decision process on a general state space. The vector rewards are continuously discounted at rate. The optimization criterion of the decision process is made from the domination structure determined by a given convex cone L'. By using an affine transformation of the reward in Rm to R, the authors show the existence of an L'-optimal solution under some conditions and then the relations between an L'-optimal solution and an optimal solution of real valued Markov decision process are characterized. Further, the supremum is considered in the case of which an optimal policy does not exist.

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