Numerical method for optimization of quasi-linear dynamical stochastic systems, nonlinear in control

In this work we consider the optimal control problem for quasi-linear dynamical stochastic systems, whose coefficients in general are nonlinear functions of control vector. We propose a numerical optimization algorithm based on gradient descent method in a functional space.