Deep Learning Methods for S Shaped Utility Maximisation with a Random Reference Point

Ashley Davey, Harry Zheng

We consider the portfolio optimisation problem where the terminal function is an S-shaped utility applied at the difference between the wealth and a random benchmark process. We de…