Semantic Anchoring for Robotic Action Representations

Yuan Xu, Youheng Shi, Chengyang Li +2

Vision-Language-Action (VLA) models inherit rich semantic representations from pretrained Vision-Language Models, yet fine-tuning on limited robot demonstrations degrades this stru…