Neural networks for first order HJB equations and application to front propagation with obstacle terms

Olivier Bokanowski, Xavier Warin, Averil Prost

We consider a deterministic optimal control problem with a maximum running cost functional, in a finite horizon context, and propose deep neural network approximations for Bellman'…