RobotDancing paper validates long-horizon humanoid motion tracking on Unitree H1

Sep 25, 2025 · Research Publication · Unitree · Humanoid

Unitree company media
Company media · Unitree
  • RobotDancing trains residual-action reinforcement-learning policies for robust long-horizon humanoid motion tracking.
  • The paper evaluates primarily on Unitree G1 and validates transfer on H1 and H1-2 hardware.

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.