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Markov decision processes with state-dependent discount factors and unbounded rewards/costs
Authors:Qingda Wei  Xianping Guo
Affiliation:aSchool of Mathematics and Computational Science, Sun Yat-Sen University, Guangzhou, 510275, PR China
Abstract:This paper deals with discrete-time Markov decision processes with state-dependent discount factors and unbounded rewards/costs. Under general conditions, we develop an iteration algorithm for computing the optimal value function, and also prove the existence of optimal stationary policies. Furthermore, we illustrate our results with a cash-balance model.
Keywords:Markov decision processes   State-dependent discount factors   Unbounded costs/rewards   Optimal stationary policy   Optimal value function
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