Same Scene, Different Task: Skill Alignment for Compositional Generalization in VLAs

Taegeun Yang, Youngju Na, Yoonki Cho +1

Vision-language-action (VLA) models often struggle to generalize to skill combinations absent from their fine-tuning demonstrations, even when every constituent skill has been demo…