An energy-based deep splitting method for the nonlinear filtering problem

Kasper Bågmark, Adam Andersson, Stig Larsson

The purpose of this paper is to explore the use of deep learning for the solution of the nonlinear filtering problem. This is achieved by solving the Zakai equation by a deep split…