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Forget brittle, single-skill robots: X-Loco achieves robust, vision-based humanoid locomotion by intelligently combining multiple expert policies for fall recovery, terrain traversal, and whole-body coordination.
Humanoid robots can now reliably perform long-horizon loco-manipulation tasks in the real world thanks to a novel root-trajectory conditioned policy and persistent object estimation.