There are many large scale control problems in which classical control methods are no longer applicable. In this paper we explore as an example the problem of collision-free path-planning in a dynamic environment. Our new semantic control paradigm, proposed in this paper, is shown to be able to handle problems that cannot otherwise be handled by classical methods.