Danny Drieß

Constrained Bayesian optimization of combined interaction force/task space controllers for manipulations

In this paper, we address the problem of how a robot can optimize parameters of combined interaction force/task space controllers under a success constraint in an active way. To enable the robot to explore its environment robustly, safely and without the risk of damaging anything, suitable control c…