Deep combinatorial optimisation for optimal stopping time problems : application to swing options pricing

Thomas Deschatre, Joseph Mikael

A new method for stochastic control based on neural networks and using randomisation of discrete random variables is proposed and applied to optimal stopping time problems. The met…