This paper presents a robust cerebellar model articulation controller (CMAC) for quadcopter system. We simulate this systems by using Matlab and Simulink, and we find that this control guarantees good balance performance and acceptable robust performance. And we compare our CMAC with other systems using CMAC but in structures differ of our CMAC structure.