← Robot Control & Safety Precision actuation Friction compensation An extreme high-gain friction observer with an L1 adaptive framework improves tracking accuracy while preserving natural interaction with humans and stiff objects. IEEE T-RO · 2026 Watch the L1AFO demo Real-Time Joint Friction Compensation Explore more in Robot Control & Safety →