Martingale deep learning for very high dimensional quasi-linear partial differential equations and stochastic optimal controls

Wei Cai, Shuixin Fang, Wenzhong Zhang +1

In this paper, a highly parallel and derivative-free martingale neural network learning method is proposed to solve Hamilton-Jacobi-Bellman (HJB) equations arising from stochastic…