REPOGEO REPORT · LITE
NVlabs/GR00T-WholeBodyControl
Default branch main · commit 4f5e118a · scanned 5/23/2026, 10:11:48 PM
GitHub: 2,075 stars · 271 forks
Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.
2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).
Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface NVlabs/GR00T-WholeBodyControl, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.
Action plan — copy-paste fixes
3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.
- hightopics#1Add specific topics to the repository
Why:
COPY-PASTE FIXhumanoid-robotics, whole-body-control, robot-control, reinforcement-learning, robot-simulation, isaac-sim, motion-generation, robot-locomotion, nvidia-gr00t, robot-manipulation
- highreadme#2Reposition the README's opening paragraph to emphasize 'unified platform'
Why:
CURRENTThis is the codebase for the **GR00T Whole-Body Control (WBC)** projects. It hosts model checkpoints and scripts for training, evaluating, and deploying advanced whole-body controllers for humanoid robots. We currently support: Decoupled WBC**: the decoupled controller (RL for lower body, and IK for upper body) used in NVIDIA GR00T N1.5 and N1.6 models; GEAR-SONIC Series**: our latest iteration of generalist humanoid whole-body controllers (see our whitepaper); MotionBricks**: a real-time latent generative model for interactive motion control in animation and robotics (see the project page).
COPY-PASTE FIXGR00T-WholeBodyControl is a unified platform for developing, training, and deploying advanced whole-body controllers for humanoid robots. It provides model checkpoints and scripts for state-of-the-art solutions like Decoupled WBC, GEAR-SONIC Series, and MotionBricks.
- mediumreadme#3Add a 'License' section to the README clarifying the existing license
Why:
COPY-PASTE FIX## License This project is licensed under the terms found in the [LICENSE](LICENSE) file, which includes specific conditions for use. Please review the file for full details.
Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash
Category visibility — the real GEO test
Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?
Same questions for every model — switch tabs to compare answers and rankings.
- Gazebo · recommended 2×
- Drake · recommended 2×
- ROS · recommended 1×
- OpenHRP3 · recommended 1×
- Crocoddyl · recommended 1×
- CATEGORY QUERYWhat platforms simplify developing and deploying advanced whole-body controllers for humanoid robots?you: not recommendedAI recommended (in order):
- ROS
- Gazebo
- Drake
- OpenHRP3
- Crocoddyl
- Pinocchio
- MuJoCo
- Robotran
AI recommended 8 alternatives but never named NVlabs/GR00T-WholeBodyControl. This is the gap to close.
Show full AI answer
- CATEGORY QUERYSeeking tools for real-time interactive motion generation and control in robotics applications.you: not recommendedAI recommended (in order):
- ROS (Robot Operating System)
- MoveIt!
- Drake
- RoboDK
- Open Motion Planning Library (OMPL)
- MATLAB
- Simulink
- Robotics System Toolbox
- Gazebo
AI recommended 9 alternatives but never named NVlabs/GR00T-WholeBodyControl. This is the gap to close.
Show full AI answer
Objective checks
Rule-based audits of metadata signals AI engines weight most.
- Metadata completenesswarn
Suggestion:
- README presencepass
Self-mention check
Does AI even know your repo exists when asked about it directly?
- Compared to common alternatives in this category, what is the core differentiator of NVlabs/GR00T-WholeBodyControl?passAI named NVlabs/GR00T-WholeBodyControl explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- If a team adopts NVlabs/GR00T-WholeBodyControl in production, what risks or prerequisites should they evaluate first?passAI named NVlabs/GR00T-WholeBodyControl explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- In one sentence, what problem does the repo NVlabs/GR00T-WholeBodyControl solve, and who is the primary audience?passAI named NVlabs/GR00T-WholeBodyControl explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
Embed your GEO score
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NVlabs/GR00T-WholeBodyControl — Lite scans stay free; this card itemizes Pro deep limits vs Lite.
- Deep reports10 / month
- Brand-free category queries5 vs 2 in Lite
- Prioritized action items8 vs 3 in Lite