Domain Arithmetic: One-Shot VLA Adaptation under Environmental Shifts

Taewook Kang, Taeheon Kim, Donghyun Shin +1

Vision-Language-Action (VLA) models often fail to perform the same learned tasks under environmental shifts, such as changes in camera pose and shifts to a different but similar ro…