Titlebook: Markov Processes and Controlled Markov Chains; Zhenting Hou,Jerzy A. Filar,Anyue Chen Book 20021st edition Kluwer Academic Publishers 2002

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Classification Problems in MDPsased on the concept ., and distinguishes between communicating, weakly communicating and noncommunicating. Another way of classification is based on the . In this approach the distinction between completely ergodic, unichain and multichain is made. Furthermore, there is a classification based on . o

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Optimality Conditions for CTMDP with Average Cost Criterionion. We present a set of conditions that is weaker than those in [5, 11, 12, 14], and prove the existence of optimal stationary policies using the optimality inequality. Moreover, the theory is illustrated by two examples.

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