Learning from Demonstration with Failure Awareness for Safe Robot Navigation
arXiv:2604.23360v1 Announce Type: new
Abstract: Learning from demonstration is widely used for robot navigation, yet it suffers from a fundamental limitation: demonstrations consist predominantly of successful behaviors and provide limited coverage of…