When Does Retrieval Help? A Study of In-Context Adaptation in Vision-Language-Action Models

Zixuan Liu, Joris Köster, Zizhan Zheng +1

Vision-language-action (VLA) models have shown strong potential as generalist robot policies, but adapting them to unseen tasks often requires costly parameter updates. Recent work…