Deep learning algorithms for FBSDEs with jumps: Applications to option pricing and a MFG model for smart grids

Clémence Alasseur, Zakaria Bensaid, Roxana Dumitrescu +1

In this paper, we introduce various machine learning solvers for (coupled) forward-backward systems of stochastic differential equations (FBSDEs) driven by a Brownian motion and a…