An efficient data-based off-policy Q-learning algorithm for optimal output feedback control of linear systems

Mohammad Alsalti, Victor G. Lopez, Matthias A. Müller

In this paper, we present a Q-learning algorithm to solve the optimal output regulation problem for discrete-time LTI systems. This off-policy algorithm only relies on using persis…