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Research PreviewSpecialized3dvisionUpdated July 15, 2026

Actionable World

Model Overview

Actionable World is a undisclosed-parameter model developed by Academic/Research. Released on 2026-07-15.


📊 Quick Specs

Specification Table
SpecificationValue
Parametersundisclosed
Taskother
Modality3d, vision
LicenseOther/Custom
Typeresearch-preview

✨ Key Features

  • Neural Digital Twin: Models physical object state manifolds directly from point clouds or RGB-D video streams
  • Multi-Category Support: Handles articulated objects (robot hands/arms), skinned objects (humanoids), and soft/deformable materials
  • Keypoint & Canonical Embedding Space: Unifies rigid kinematics and non-rigid deformations into a shared neural representation
  • Fully Differentiable Architecture: Facilitates end-to-end integration with downstream policy learning and neural dynamics simulators
  • Lightweight & Consumer-Hardware Ready: Efficient representation capable of running and training on single consumer GPUs (e.g., RTX 3090)

🔗 Resources


📜 License & Access

Other/Custom — See repository for specific license details.

Key Features

Neural Digital Twin: Models physical object state manifolds directly from point clouds or RGB-D video streams

Feature 01

Multi-Category Support: Handles articulated objects (robot hands/arms), skinned objects (humanoids), and soft/deformable materials

Feature 02

Keypoint & Canonical Embedding Space: Unifies rigid kinematics and non-rigid deformations into a shared neural representation

Feature 03

Fully Differentiable Architecture: Facilitates end-to-end integration with downstream policy learning and neural dynamics simulators

Feature 04

Lightweight & Consumer-Hardware Ready: Efficient representation capable of running and training on single consumer GPUs (e.g., RTX 3090)

Feature 05

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Verified Sources

Tags

research-previewworld-modelsembodied-airobotics3d-visiondigital-twin

Model Specs

research-preview

Parameters

Undisclosed

Context Window

undisclosed

License

Other/Custom

Deployment

self-hostable

Resources & Links

Curator Notes

Partially enriched via migration on 2026-07-25. Manual review recommended.

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