RRepoGEO

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

Scan history for this repo

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.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
35 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
3 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

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.

OVERALL DIRECTION
  • hightopics#1
    Add specific topics to the repository

    Why:

    COPY-PASTE FIX
    humanoid-robotics, whole-body-control, robot-control, reinforcement-learning, robot-simulation, isaac-sim, motion-generation, robot-locomotion, nvidia-gr00t, robot-manipulation
  • highreadme#2
    Reposition the README's opening paragraph to emphasize 'unified platform'

    Why:

    CURRENT
    This 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 FIX
    GR00T-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#3
    Add 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.

Recall
0 / 2
0% of queries surface NVlabs/GR00T-WholeBodyControl
Avg rank
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Gazebo
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Gazebo · recommended 2×
  2. Drake · recommended 2×
  3. ROS · recommended 1×
  4. OpenHRP3 · recommended 1×
  5. Crocoddyl · recommended 1×
  • CATEGORY QUERY
    What platforms simplify developing and deploying advanced whole-body controllers for humanoid robots?
    you: not recommended
    AI recommended (in order):
    1. ROS
    2. Gazebo
    3. Drake
    4. OpenHRP3
    5. Crocoddyl
    6. Pinocchio
    7. MuJoCo
    8. Robotran

    AI recommended 8 alternatives but never named NVlabs/GR00T-WholeBodyControl. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking tools for real-time interactive motion generation and control in robotics applications.
    you: not recommended
    AI recommended (in order):
    1. ROS (Robot Operating System)
    2. MoveIt!
    3. Drake
    4. RoboDK
    5. Open Motion Planning Library (OMPL)
    6. MATLAB
    7. Simulink
    8. Robotics System Toolbox
    9. 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 completeness
    warn

    Suggestion:

  • README presence
    pass

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?
    pass
    AI 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?
    pass
    AI 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?
    pass
    AI named NVlabs/GR00T-WholeBodyControl explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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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