Remarks on maximal mean/standard deviation ratio in undiscounted MDPs

Remarks on maximal mean/standard deviation ratio in undiscounted MDPs

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Article ID: iaor19942344
Country: Germany
Volume: 26
Start Page Number: 385
End Page Number: 392
Publication Date: Mar 1992
Journal: Optimization
Authors:
Abstract:

In the steady state of an undiscounted Markov decision process, the paper considers the problem to find an optimal stationary probability distribution that maximizes the mean/standard deviation ratio among all the stationary probability distributions. The problem injects considerations in MDPs from the relative point of view.

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