A Stochastic Gradient Descent Approach to Design Policy Gradient Methods for LQR

Bowen Song, Simon Weissmann, Mathias Staudigl +1

In this work, we propose a stochastic gradient descent (SGD) framework to design data-driven policy gradient descent algorithms for the linear quadratic regulator problem. Two alte…