Retrieve-then-Steer: Online Success Memory for Test-Time Adaptation of Generative VLAs

Jianchao Zhao, Huoren Yang, Yusong Hu +6

Vision-Language-Action (VLA) models show strong potential for general-purpose robotic manipulation, yet their closed-loop reliability often degrades under local deployment conditio…