NoTVLA: Semantics-Preserving Robot Adaptation via Narrative Action Interfaces

Zheng Huang, Mingyu Liu, Xiaoyi Lin +9

Vision-Language-Action (VLA) models represent a pivotal advance in embodied intelligence, yet they confront critical barriers to real-world deployment, most notably catastrophic fo…