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Dhruva Tirumala

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Preprint Sep 2026

HuGo: LLMs as Whole-Body Policy Code Designers for Humanoid Loco-Manipulation

For humanoids to be useful in everyday environments, they must perform a wide range of tasks that couple locomotion and manipulation. Existing approaches commonly acquire a loco-manipulation policy through reward engineering or demonstrations followed by task-specific training, making it costly to scale to new tasks. I...

Seoyeon Choi, Shi-Zhao Ye, N. Bui et al. · 0 citations

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