Cross-embodiment replay: Atlas door policy on a G1
Grasping transferred surprisingly well. Wrist rotation did not — 93.1% drops to 71.4%. Video shows the exact failure moment.
G1
Humanoid · 128K episodes · 54 tasks
1.32 m, ~35 kg humanoid with 23 joints (up to 43 in dexterous configurations). The most common humanoid in academic labs.
Measured success rate on the most recent 1,000 evaluation rollouts per task.
Teleoperated pick from floor
82.0%
14K episodes trained
Door opening
71.4%
9.2K episodes trained
Tray carry while walking
65.8%
5.3K episodes trained
Cross-embodiment transfer test
4 days agoA door-opening policy trained on a larger humanoid dropped to 71.4% on G1
71.4% success · 9.2K episodes
Three-finger hand upgrade
1 week agoDexterous hand option raises joint count to 43
78.2% success · 1.2K episodes
Grasping transferred surprisingly well. Wrist rotation did not — 93.1% drops to 71.4%. Video shows the exact failure moment.
G1
Humanoid · 128K episodes · 54 tasks
Resolving related models, datasets and papers…