Learning to Accelerate Vision-Language-Action Models through Adaptive Visual Token Caching

Yujie Wei, Jiahan Fan, Jiyu Guo +6

Vision-Language-Action (VLA) models have demonstrated remarkable generalization capabilities in robotic manipulation tasks, yet their substantial computational overhead remains a c…