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Chinese robot manufacturer Ubtech has released a new video showcasing its humanoid robot, Walker S, performing various industrial tasks. The demonstration highlights Walker S’s capabilities in industrial manipulation, achieved through the integration of advanced control methodologies. According to Ubtech, the robot’s “cerebellum” has been trained using reinforcement and imitation learning techniques, extending traditional visual servo and compliant control.