2026
I-FailSense: Towards General Robotic Failure Detection with Vision-Language Models
ICRA 2026poster
Language-conditioned robotic manipulation in open-world settings requires not only accurate task execution but also the ability to detect failures for robust deployment in real-world environments. Although recent advances in vision-language models (VLMs) have significantly improved the spatial reaso…