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Author

Yi-Nan Deng

2 papers indexed here

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Preprint Sep 2026

OmniNav: Robust Long-Horizon Target Navigation in Dynamic Environments

Long-horizon target navigation requires a robot to sustain task execution across evolving observations, decisions, and physical interactions. This requires three coupled capabilities: maintaining valid scene memory, revising target beliefs under partial observability, and selecting interaction-feasible navigation endpo...

Yu-Jie Tang, Mei-Ling Wang, Jin-Hao Jiang et al. · 0 citations
Preprint Sep 2026

PhysReal: Learning Real-World Deformable Object Physics via Hybrid Constitutive Modeling

PhysReal, a video-driven framework for learning and simulating the underlying physics of real deformable objects, integrates a spatially varying hybrid expert-neural constitutive model with a differentiable MPM simulator and 3DGS renderer, and shows strong potential for downstream robotic applications.

Yi-Nan Deng, Jian-Qiao Song, Yi-Si Zhang et al. · 0 citations

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