Sanne van Waveren

Enhancing Safety in Learning from Demonstration Algorithms via Control Barrier Function Shielding

Learning from Demonstration (LfD) is a powerful method for non-roboticists end-users to teach robots new tasks, enabling them to customize the robot behavior. However, modern LfD techniques do not explicitly synthesize safe robot behavior, which limits the deployability of these approaches in the real world. To enforc…