Policy Gradient Methods for the Noisy Linear Quadratic Regulator over a Finite Horizon

Ben Hambly, Renyuan Xu, Huining Yang

We explore reinforcement learning methods for finding the optimal policy in the linear quadratic regulator (LQR) problem. In particular, we consider the convergence of policy gradi…