2026
Escaping the Diversity Trap in Robotic Manipulation via Anchor-Centric Adaptation
ICML 2026poster
While Vision-Language-Action (VLA) models offer broad general capabilities, deploying them on specific hardware requires real-world adaptation to bridge the embodiment gap. Since robot demonstrations are costly, this adaptation must often occur under a strict data budget. In this work, we identify a…