Control

Joint Torque

Joint torque is the rotational effort exerted at a robot joint, produced by the actuator and transmission and balanced against gravity, inertia, friction, and external contact forces. It can be estimated from motor current or measured directly with strain-gauge sensors or series elastic elements, and torque-level control interfaces enable impedance control, gravity compensation, and sensitive collision detection.

Why it matters for physical AI

Access to accurate joint torque is what separates robots that can feel and comply from those that only track positions, underpinning contact-rich skills and safe physical interaction with people.

Build physical AI

Put these concepts to work on real hardware

Axol is a dual-arm robot built for physical AI — teleoperate it, collect demonstrations, and deploy learned policies out of the box.