New robotic control software avoids jamming their joints

EPFL researchers developed Kinematic Intelligence, a control framework that can transfer a taught robot skill across different robot bodies.

Instead of relying on AI retraining, it uses kinematic awareness to respect each robot’s joint limits and avoid singularities.

A task demonstrated once can be reproduced safely on different hardware, improving cross-platform skill reuse.

The approach could make robot upgrades and redeployment much easier by preserving learned behavior across designs.