The organizational structure of this paper is as follows. In the second section, a kind of uncertain chaotic gyroscope system is introduced. In the third section, the adaptive fuzzy control is designed by using the disturbance observer while the compound learning is constructed. In the fourth section, the effectiveness of the method is verified by simulation. The final conclusion is given in Section 5.<br>
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