BWhat changed
Coupled a vision-language environment/instruction module with a diffusion-transformer action module, trained end-to-end on real, simulated, human-video and synthetic experience for cross-embodiment manipulation.
Scientific scope
Coupled a vision-language environment/instruction module with a diffusion-transformer action module, trained end-to-end on real, simulated, human-video and synthetic experience for cross-embodiment manipulation. VLA, diffusion policies and mixed robot datasets have predecessors. Simulation and limited bimanual hardware tests do not establish general humanoid autonomy, out-of-distribution safety or unrestricted deployment. N1.5–1.7 changes in the live repository are not backdated.
Evidence
The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. VLA, diffusion policies and mixed robot datasets have predecessors. Simulation and limited bimanual hardware tests do not establish general humanoid autonomy, out-of-distribution safety or unrestricted deployment. N1.5–1.7 changes in the live repository are not backdated.
Contributors
- Source-listed authors and technical contributors · SCIENCE: Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
- GR00T N1: An Open Foundation Model for Generalist Humanoid Robots
- NVIDIA: GR00T jointly trained visual-language and diffusion action policy — author/institutional project
Provisional WRS assessment, edition 2026-10-16.1. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.
Full scientific record · Browse contribution grades · Request a correction