Solving nonlinear dynamic stochastic models: an algorithm computing value function by simulations

This paper presents an algorithm for solving nonlinear dynamic stochastic models that computes value function by simulations. We argue that the proposed algorithm can be a useful alternative to the existing methods in some applications.