Semantic Anchoring for Robotic Action Representations.

arXiv:2607.13597v3 Announce Type: replace-cross Abstract: Vision-Language-Action (VLA) models inherit rich semantic representations from pretrained Vision-Language Models, yet fine-tuning on limited robot demonstrations degrades this structure and undermines g