With the development and improvement of Brain Computer Interface and Hybrid Intelligence Technology, the traditional behavioral experiment technology, which is based on manual observa-tion and statistics, is gradually replaced by a new training mode combining computer vision and brain electrical reward stimulation. The introduction of computer vision has make the analysis of complex behavior patterns of experimental animals possible.In the background of ratbot maze learning, this thesis has studied and desi...