HANDOFF: Humanoid Agentic Task-Space Whole-Body Control via Distilled Complementary Teachers

Published
Source
arXiv
Paper number
326
Field
Robotics
arXiv ID
2606.06493

Key points

  • We propose a concise, modular interface between task planning and whole-body control.
  • We distill three experts, whole-body motion tracking, locomotion, and fall recovery, into a mixture of experts.
  • We achieve SOTA speed tracking and a wide manipulation workspace on Unitree G1 hardware.
  • A VLM-based agent planner enables control through natural-language commands.
  • It performs a wide range of tasks without task-specific data or controller fine-tuning.

Paper links

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