2024
Physics-Informed Neural Network Policy Iteration: Algorithms, Convergence, and Verification
ICML 2024poster
Solving nonlinear optimal control problems is a challenging task, particularly for high-dimensional problems. We propose algorithms for model-based policy iterations to solve nonlinear optimal control problems with convergence guarantees. The main component of our approach is an iterative procedure…