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...