SA-VLA: Spatially-Aware Flow-Matching for Vision-Language-Action Reinforcement Learning

Xu Pan, Zhenglin Wan, Xingrui Yu +6

Vision-Language-Action (VLA) models exhibit strong generalization in robotic manipulation, yet reinforcement learning (RL) fine-tuning often degrades robustness under spatial distr…