The intelligent agricultural robot includes mobile platform, mechanical arm, end-effector, vision system and control system, which can complete autonomous navigation, intelligent obstacle avoidance, automatic identification of fruits and vegetables, with hand-eye coordination, dynamic error calibration, work volume control, crop physiological characteristics protection, air-ground collaboration, UAV path planning, and fixed-point docking.