When Smoothing Makes Robots Jerkier: A Costly Lesson in Fine-Tuning Small Vision-Language-Action Models
A rigorously controlled study finds that adding smoothness regularization and chunk-aware auxiliary supervision to a compact vision-language-action model actually worsens ...

