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math.PR2015★ 27 cited
Partially Observable Risk-Sensitive Markov Decision Processes
Nicole Bäuerle, Ulrich Rieder
We consider the problem of minimizing a certainty equivalent of the total or discounted cost over a finite and an infinite time horizon which is generated by a Partially Observable…
math.PR2006★ 51 cited
Average optimality for continuous-time Markov decision processes in polish spaces
Xianping Guo, Ulrich Rieder
This paper is devoted to studying the average optimality in continuous-time Markov decision processes with fairly general state and action spaces. The criterion to be maximized is…