Online Policy Gradient for Model Free Learning of Linear Quadratic Regulators with √T Regret

Asaf Cassel, Tomer Koren

Abstract: We consider the task of learning to control a linear dynamical system under fixed quadratic costs, known as the Linear Quadratic Regulator (LQR) problem. While model-free approaches are often favor...