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Sebastian Hirt

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#machine learning Preprint Oct 2026

Exploiting Hierarchical Controller Structure in Contextual Parameter Learning for Humanoid Loco-Manipulation

Hierarchical control architectures are widely used to decompose complex control problems into interacting control levels and are particularly important in robotics, where planning, whole-body motion, and lower-level control must be coordinated across different levels of abstraction and time scales. Their overall closed...

Sebastian Hirt, Lukas Theiner, Jan Peters et al. · 0 citations

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