UR5 robot autonomously threads a cable through a car door with an ACT policy

stepjamUK · x · 2026-11-12

A fully autonomous UR5 from Universal Robots threads a cable through a car door, running an ACT policy with full policy deployment.

The author argues cable manipulation is the real test for any manipulation policy: rigid parts let a robot memorize a motion, but a cable deforms every time you touch it, forcing the policy to actually watch what it's doing.

Data collection, training and deployment were all done on Neuracore; full video in the comments.

Related event: UR5 Robot Arm Autonomously Threads Cable Through Car Door with ACT Policy(2 posts)→

Original post →

More from Embodied

Embodied channel →