mlsanityData to 14 Oct 2026

Procedural Generation of Articulated Simulation-Ready Assets

arXiv 2505.10755 ↗First posted 15 May 2025cs.RO cs.GRcited by 11

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Abstract (arXiv)

We introduce Infinigen-Articulated, a toolkit for generating realistic, procedurally generated articulated assets for robotics simulation. We include procedural generators for 18 common articulated object categories along with high-level utilities for use creating custom articulated assets in Blender. We also provide an export pipeline to integrate the resulting assets along with their physical properties into common robotics simulators. Experiments demonstrate that assets sampled from these generators are effective for movable object segmentation, training generalizable reinforcement learning policies, and sim-to-real transfer of imitation learning policies.

Key facts. Cited by 11 papers in the map (data through 14 Oct 2026). First posted on arXiv 15 May 2025.

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Citing papers per year: 2025: 2; 2026: 9.

11 papers.

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  1. 20263D Generation for Embodied AI and Robotic Simulation: A Survey
  2. 2026EmbodiedSmith: Scaling Embodied Data through Recursive Self-Improvement Flywheel in Simulation
  3. 2026Awomo-SimDataEngine: Agentic Simulation-ReadyWorld Generation
  4. 2025ArtVIP: Articulated Digital Assets of Visual Realism, Modular Interaction, and Physical Fidelity for Robot Learning
  5. 2026ArtLLM: Generating Articulated Assets via 3D LLM
  6. 2023CAGE: Controllable Articulation GEneration
  7. 2025FreeArt3D: Training-Free Articulated Object Generation using 3D Diffusion
  8. 2026DiagGen: Agentic Generation of Deformable Assets with Sim-based Diagnostics for Robotic Simulation