Maximum principle and dynamic programming approaches of the optimal control of partially observed diffusions

Abstract

This paper concerns control of partially observable diffusions. The problem is formulated as a control problem with full information, but for the Zakai equation of nonlinear filtering. A maximum principle is derived and a treatment of the problem from the point of view of nonlinear semigroup is given.