eRLT: Efficient VLA Reinforcement Learning via Action-Relevant Token Routing

Dehao Huang, Jianbang Liu, Jianpan Gao +7

Vision-Language-Action (VLA) models provide strong behavioral priors for robotic manipulation, yet efficiently adapting them to downstream tasks remains challenging. Recent work ad…