LoopVLA: Learning Sufficiency in Recurrent Refinement for Vision-Language-Action Models

Boyang Shen, Kaixiang Yang, Hao Wang +4

Current Vision-Language-Action (VLA) models typically treat the deepest representation of a vision-language backbone as universally optimal for action prediction. However, robotic…