Study the relations between exploration and control in learning control, propose a new effective exploration method, connected with some ADP methods and form some applicable learning methods.

• 对于学习控制中探索与控制及其关系问题进行探 讨，提出了一种新的有效探索方法，与近似动态规划方法 结合形成了有效可行的学习方法。