Abstract: In the field of the artificial intelligence for game development,the learning process is very important.Classical learning process will spend lots of time forgetting the old rules,and at the same time learning the new rules.In order to solve the problem,this paper put forward the method of Support Vector Machines (SVM).By introducing the time concept for this method,system can easily forget the old rules,and also bring forward an effective solution to the amount limit of SVM and CPU's consuming.