HALOMI: Learning Humanoid Loco-Manipulation with Active Perception from Human Demonstrations

Jun 17, 2026 · Research Publication · Unitree · Humanoid

The arXiv paper learns humanoid loco-manipulation with active perception from human demonstrations on Unitree G1.

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  • The study’s named evaluation platform is G1 from Unitree.

Develops quadruped and humanoid robots, with strength in dynamic locomotion, vertically integrated hardware, and relatively low-cost commercial deployment. Unitree is one of the clearest examples of a legged robotics company moving from research visibility into real productisation and broader market distribution.