Carl Mueller

Robust Robot Learning from Demonstration and Skill Repair Using Conceptual Constraints

Learning from demonstration (LfD) has enabled robots to rapidly gain new skills and capabilities by leveraging examples provided by novice human operators. While effective, this training mechanism presents the potential for sub-optimal demonstrations to negatively impact performance due to unintenti…