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