Abstract: Robots can often learn skills from human demonstrations. Robot operations via visual perception are commonly influenced by the external environment and are relatively demanding in terms of ...

Abstract: Automatic detection and prevention of open-set failures are crucial in closed-loop robotic systems. Recent studies often struggle to simultaneously identify unexpected failures reactively ...