Abstract: This article introduces a novel framework for data-driven linear quadratic regulator (LQR) design. First, we introduce a reinforcement learning paradigm for on-policy data-driven LQR, where ...

Abstract: In this article, a cooperative linear quadratic regulator (LQR) problem is investigated for multi-input systems, where each input is generated by an agent in a network. The input matrices ...