Abstract: In context of smart agriculture, how agricultural colleges and universities cultivate high-level, multidisciplinary talent in robotics engineering, indiciduals equipped with modern engineering thinking and innovative application capabilities, has become a top priority．Taking Robot Kinematics and Dynamics course at Gansu Agricultural University as an example, a novel teaching mode has been explored that combines professional training program with smart agriculture development needs．Guided by economic development of regional specialization, aiming to improve students' innovation and practice ability while cultivating high-quality, multidisciplinary talents who can adapt to modern agricultural development and solve complex engineering problems in field of smart agriculture machinery．By integrating industry-teaching collaboration and ideological and political elements into curriculum, it intends to provide talent support for smart agriculture and regional specialized economies development．