The certainty equivalence property in stochastic control theory

In this paper we will give a general formulation of the certainty equivalence principle for stochastic optimal control problems. Special attention is paid to the question: "What do we mean by a certainty equivalence control law?" It is then shown that in this context the LQG-problem is indeed certainty equivalent.