Finite-difference least square methods for solving Hamilton-Jacobi equations using neural networks

Carlos Esteve-Yagüe, Richard Tsai, Alex Massucco

We present a simple algorithm to approximate the viscosity solution of Hamilton-Jacobi (HJ) equations by means of an artificial deep neural network. The algorithm uses a stochastic…