On the existence of stationary optimal policies for partially observed MDPs under the long-run average cost criterion

This paper studies the problem of the existence of stationary optimal policies for finite state controlled Markov chains, with compact action space and imperfect observations, under the long-run average cost criterion. It presents sufficient conditions for existence of solutions to the associated dynamic programming equation, that strengthen past results. There is a detailed discussion comparing the different assumptions commonly found in the literature.