On deterministic approach to stochastic optimal control

Abstract

We consider a deterministic approach to stochastic optimal control problem based on decomposition of solution of stochastic differential equation. The decomposition formula allows to consider stochastic problem as parameterized family of deterministic control problems. It is shown that value function of deterministic problem can be modified in order to obtain non-anticipating solutions, which are also optimal for stochastic problem.