Solving high dimensional FBSDE with deep signature techniques with application to nonlinear options pricing

Hui Sun, Feng Bao

We report two methods for solving FBSDEs of path dependent types of high dimensions. Specifically, we propose a deep learning framework for solving such problems using path signatu…