MPC with Sensor-Based Online Cost Adaptation

7 April 2023

02:58

This paper introduces a scheme to learn and adapt cost functions of standard model predictive control schemes directly from various mulit-modal sensor measurements (RGBD images, robot states). The method is demonstrated on a real 7 - DOF Kuka IIWA robot.