Ji-Yu Sun

Sensorless variable impedance control of robot joints with 3K gear reducers based on hybrid dynamics model and meta-policy optimization

The proposed physics-informed data-driven joint dynamics modeling method achieves a 40% improvement in joint torque prediction accuracy compared to the conventional momentum disturbance observer (MDOB) baseline, satisfying the dual requirements of high-precision tracking in free space and high compliance in contact spa...