Robustness to Incorrect Models and Data-Driven Learning in Average-Cost Optimal Stochastic Control

Ali Devran Kara, Maxim Raginsky, Serdar Yuksel

We study continuity and robustness properties of infinite-horizon average expected cost problems with respect to (controlled) transition kernels, and applications of these results…