Operator Splitting, Policy Iteration, and Machine Learning for Stochastic Optimal Control

Alain Bensoussan, Thien P. B. Nguyen, Minh-Binh Tran +1

We propose a splitting approach to solve the second-order Hamilton--Jacobi equation, reducing it to a heat step and a purely first-order step. The latter is implemented using a gra…