STRUCTURAL-PROPERTIES FOR CONTRACTING STATE PARTIALLY OBSERVABLE MARKOV DECISION-PROCESSES

[摘要] In this paper we consider a class of partially observable Markov decision processes and transform the usual contracting value function over the prior probability space to a contracting state function over an extended space. Properties of the solutions are derived, and algorithms given. Conditions for isotone optimal policies are also given. (C) 1994 Academic Press, Inc.

[发布日期] 1994-09-01