Publication | Closed Access
Infinite Horizon Risk Sensitive Control of Discrete Time Markov Processes under Minorization Property
92
Citations
18
References
2007
Year
Mathematical ProgrammingMinorization PropertyEngineeringStochastic OptimizationRisk Sensitive ControlNatural SciencesMarkov ProcessesStochastic CalculusMarkov KernelStochastic Dynamical SystemProbability TheoryStochastic ControlMarkov Decision Process
Risk sensitive control of Markov processes satisfying the minorization property is studied using splitting techniques. Existence of solutions to the multiplicative Poisson equation is shown. Approximation by uniformly ergodic controlled Markov processes is introduced, which allows us to show the existence of solutions to the infinite horizon risk sensitive Bellman equation.
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