What to Ignore, What to React: Visually Robust RL Fine-Tuning of VLA Models

Yuanfang Peng, Jingjing Fu, Chuheng Zhang +6

Reinforcement learning (RL) fine-tuning has shown promise for Vision-Language-Action (VLA) models in robotic manipulation, but deployment-time visual shifts pose practical challeng…