Accelerating Model-Free Policy Optimization Using Model-Based Gradient: A Composite Optimization Perspective

Yansong Li, Shuo Han

We develop an algorithm that combines model-based and model-free methods for solving a nonlinear optimal control problem with a quadratic cost in which the system model is given by…