SafeLoop: Risk-Aware Rollback for Vision-Language-Action Manipulation

Zeyu Lou, Tianran Zhang, Xinquan Yue +2

Recent vision-language-action (VLA) models are promising for general-purpose manipulation, but long-horizon execution remains fragile. Small state-estimation or control errors can…