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Yutang Lin

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Preprint Oct 2026

Action-Aligned Latent Planning for Versatile Humanoid Loco-Manipulation

FIBER, a framework that uses the executable latent space of a frozen behavioral foundation model (BFM) as a shared planning representation for heterogeneous interaction skills, and AH-BFM, an adaptive-horizon BFM trained with multi-gamma forward-backward learning to support both precise control and temporally extended...

Yutang Lin, Guan-Ya Shi, C. K. Liu · 0 citations

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