Robotics team fixes jitter by counting executed actions instead of wall-clock time

DominiqueCAPaul · x · 2026-07-21

A robotics policy implementation got a major stability fix: the team says 37 of 40 rollouts succeeded after fixing jittery motion.

What went wrong

They were estimating how many actions had been executed during policy inference using wall-clock time (⌈inferencelatency × fps⌉). That approximation was wrong and caused jumps between action chunks.

What changed

They now count the actual executed actions and remove exactly those from the next chunk, which fixed the motion jitter.

The quoted result also says the policy is already strong enough to reach 88% success on actuator unboxing.

Original post →

More from Embodied

Embodied channel →