Robust exploration in linear quadratic reinforcement learning

Jack Umenberger, Mina Ferizbegovic, Thomas B. Schön +1

This paper concerns the problem of learning control policies for an unknown linear dynamical system to minimize a quadratic cost function. We present a method, based on convex opti…