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Jia-Yuan Gu

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#artificial intelligence Preprint Sep 2026

FACT: Fidelity-Aware Construction of Articulated Twins

Visually plausible articulated assets may still fail during contact interactions or exhibit inaccurate motion. We present FACT (Fidelity-Aware Construction of Articulated Twins), an agentic framework that progressively constructs articulated twins to improve geometry, contact, and dynamic fidelity. The agent drives an...

Kui-Xiang Shao, Chuan-Sen Nie, Yi-Nuo Bai et al. · 0 citations
Preprint Sep 2026

PASSAGE: Scaling Scene-Aligned Motion Learning for Perceptive Humanoid Traversal in Cluttered Environments

Humanoid robots can step over, squeeze past, and duck under obstacles, but learning to select and coordinate these behaviors from onboard perception remains challenging. Many existing approaches rely on task-specific reinforcement-learning objectives or curated motion libraries, making broad behavioral coverage costly....

Yuxuan Ma, Zi-Cheng Zeng, Chun-Li Peng et al. · 1 citation

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