Ensemble based Closed-Loop Optimal Control using Physics-Informed Neural Networks

This research introduces a multistage ensemble framework using Physics-Informed Neural Networks to solve the Hamilton-Jacobi-Bellman equation for infinite-ho...

Level: expert

By Jostein Barry-Straume, Adwait D. Verulkar, Arash Sarshar, Andrey A. Popov, Adrian Sandu

Category: research