LexiconVLA: Learning Reusable Atomic Action Codebooks for Unseen Tasks

Zeming Wei, Jianheng Ye, Xinshuai Song +3

Vision-language-action (VLA) models struggle to reuse recurring interactions in unseen tasks. Our diagnostic study reveals that reliable task completion does not imply consistent e…