Progressive Optimal Path Sampling for Closed-Loop Optimal Control Design with Deep Neural Networks

Xuanxi Zhang, Jihao Long, Wei Hu +2

Closed-loop optimal control design for high-dimensional nonlinear systems has been a long-standing challenge. Traditional methods, such as solving the associated Hamilton-Jacobi-Be…