4.4 Article

Risk-sensitive optimal control for Markov decision processes with monotone cost

期刊

MATHEMATICS OF OPERATIONS RESEARCH
卷 27, 期 1, 页码 192-209

出版社

INST OPERATIONS RESEARCH MANAGEMENT SCIENCES
DOI: 10.1287/moor.27.1.192.334

关键词

optimal control; risk-sensitive control; dynamic programming

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The existence of an optimal feedback law is established for the risk-sensitive optimal control problem with denumerable state space. The main assumptions imposed are irreducibility and a near monotonicity condition on the one-step cost function. A solution can be found constructively using either value iteration or policy iteration under suitable conditions on initial feedback law.

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