Linear dependence of stationary distributions in ergodic Markov decision processes

Linear dependence of stationary distributions in ergodic Markov decision processes

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Article ID: iaor20083422
Country: Netherlands
Volume: 35
Issue: 5
Start Page Number: 619
End Page Number: 626
Publication Date: Sep 2007
Journal: Operations Research Letters
Authors:
Keywords: markov processes
Abstract:

In ergodic MDPs we consider stationary distributions of policies that coincide in all but n states, in which one of two possible actions is chosen. We give conditions and formulas for linear dependence of the stationary distributions of n+2 such policies, and show some results about combinations and mixtures of policies.

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