Deep Hilbert--Galerkin Methods for Infinite-Dimensional PDEs and Optimal Control

Samuel N. Cohen, Filippo de Feo, Jackson Hebner +1

We develop deep learning-based approximation methods for fully nonlinear second-order PDEs on separable Hilbert spaces, such as HJB equations for infinite-dimensional control, by p…