Skip to the card

Card 310 of 9752026-09-24 issue

Observed arrival · 2026-09-24

Gait Labs: a humanoid learning to walk in public

gaitlabs.xyz Visit website
Editorial interest 77/100 Selection signal · not a rating of the site

Credibility concern recorded. The source reference remains available for verification and correction.

Gait Labs presents a Unitree G1 learning to walk in MuJoCo, with training runs, evaluations, and artifacts described as publicly recorded.

Landing page captured for the 2026-09-24 issue.
For
Robotics and reinforcement-learning observers
Worth noticing
The stated evaluation uses 100 fixed-seed episodes in plain C MuJoCo, separate from the training code.

Field notes

The described pipeline separates training from evaluation: policies trained in Brax are exported and tested in plain C MuJoCo on fixed seeds. The page lists the expected artifacts, including an ONNX policy and rollout binaries, and says each file receives a SHA-256 hash. Its proposed joint-control system depends on a forthcoming token launch; the visible run status remains at generation zero.

Observed signals

Read the marks

Editorial observations of this landing page, not a rating.

○OpenPublic substance visible
✦PrettyNotable craft visible
◎NicheUnusually specific use
⚑RiskCredibility concern recorded

One card from the complete issue

The Busker’s Compute Bill

314,149 arrived 1,000 judged 975 catalogued Enter the complete issue
gaitlabs.xyz

Landing page observed 2026-09-24. The live site may have changed.