Wen-Di Chen

Never Too Late for Force: Accelerating VLA Post-Training with Reactive Force Injection

Across towel folding, book insertion, and Hanoi ring placement, LIFT learns faster and reaches higher performance than vision-only post-training, while ablations show that reactive force memory and online corrective data are both important for robust contact-rich manipulation.