Why robots need to feel: new dataset teaches touch-aware manipulation

Most robot learning datasets rely only on vision, missing critical tactile signals that prevent breaking eggs and folding cloth. HapTile adds fingerprint-level touch sensors to robots and haptic feedback gloves to human operators, capturing real contact dynamics during pick-and-place, folding, and stacking. Benchmarks show tactile information improves policy learning on contact-rich tasks.