Self-Refining Vision Language Model for Robotic Failure Detection and Reasoning

Carl Qi, Xiaojie Wang, Silong Yong +6

Reasoning about failures is crucial for building reliable and trustworthy robotic systems. Prior approaches either treat failure reasoning as a closed-set classification problem or…