Abstract: In the context of the artificial intelligence (AI) development and new engineering construction, control theory and control engineering, detection technology and automation devices, systems engineering, pattern recognition and other control disciplines, for cross-discipline integration, resource integration and optimization. Based on the experimental research and supported by the achievements of scientific research, this paper aims to cultivate a high-level team of teachers and construct a student-centered training model for the whole process of practical ability, multi-dimensional innovation activities are carried out in the form of "Characteristic studio". Objective to accelerate the training of innovative talents in artificial intelligence (AI), and form a new pattern of all-round education with the Chongqing University of Posts and Telecommunications as the center. This paper has solved the following four difficulties in the construction of artificial intelligence and control discipline cluster: it is difficult for the curriculum system to train artificial intelligence integrated talents; the cross-integration team lacks operating experience in the field of artificial intelligence; the lack of advanced knowledge exploration in the field of artificial intelligence in personnel training and the lack of close connection between the courses of control subject group.

Key words: Artificial intelligence, Interdisciplinary, Resource integration and optimization, Construction of control subject group, Personnel training, Integration of science and education