Abstract: In this paper,the historical proceedings and the recent developments of intelligent controls are briefly reviewed.By analysis and deliberate thinking for the current research status of intelligent controls the authors clarify their viewpoint for some phenomena and problems on the researches of intelligent controls according to their experience and understanding.Finally seven key problems for building the theory of intelligent controls are proposed and discussed.