Deep neural network approximation for high-dimensional parabolic Hamilton-Jacobi-Bellman equations

Philipp Grohs, Lukas Herrmann

The approximation of solutions to second order Hamilton--Jacobi--Bellman (HJB) equations by deep neural networks is investigated. It is shown that for HJB equations that arise in t…