Physics-Informed Neural Network Policy Iteration: Algorithms, Convergence, and Verification

Yiming Meng, Ruikun Zhou, Amartya Mukherjee +3

Solving nonlinear optimal control problems is a challenging task, particularly for high-dimensional problems. We propose algorithms for model-based policy iterations to solve nonli…