Preprint Open access
MaskVLA: Visual Masking Against Trajectory Overfitting of Vision-Language-Action Model
Vision-Language-Action (VLA) models integrate vision-language understanding with executable robot actions, enabling end-to-end learning for robot control. However, our empirical analysis reveals that existing models exhibit severe trajectory overfitting when finetuned on limited datasets. To guide the model in effectiv …