Policy Gradient Converges to the Globally Optimal Policy for Nearly Linear-Quadratic Regulators

Yinbin Han, Meisam Razaviyayn, Renyuan Xu

Nonlinear control systems with partial information to the decision maker are prevalent in a variety of applications. As a step toward studying such nonlinear systems, this work exp…