Linear dependence of stationary distributions in ergodic Markov decision processes |
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Authors: | Ronald Ortner |
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Affiliation: | Department Mathematik und Informationstechnologie, Montanuniversität Leoben, Franz-Josef-Straße 18, 8700-Leoben, Austria |
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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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Keywords: | Primary: 90C40, 60J10 Secondary: 60J20 |
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