PAPER2025-06-02·Multiple·arXiv 2506.01182

Humanoid World Models: Open World Foundation Models for Humanoid Robotics

Multiple authors
COMPILED NOTES

Extends world-models research from tabletop/AV to humanoid form factors

Humanoid World Models

Key Claims

  • Open foundation world-model research specifically targeting humanoid robotics
  • Extends the world-model research lineage from tabletop (V-JEPA 2-AC) and AV (GAIA-2) to humanoid form factors
  • Open-world generalization emphasis — not limited to the training distribution

Why This Matters

The world-models research in the AI KB has tabletop manipulation (V-JEPA 2-AC on Franka) and AV (GAIA-2) as its anchored commercial evidence. Humanoid Word Models fills the gap: it's the humanoid-specific instantiation of the JEPA/world-model bet. Pairs naturally with Ψ₀ (same vertical, different recipe) and deserves comparative analysis.

Notes

First-pass stub from search results. Deeper read and comparison with Ψ₀ deferred to next pass.


Source: Humanoid World Models

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Humanoid World Models: Open World Foundation Models for Humanoid Robotics | Knowledge Base | MenFem