Event

External stair-climbing paper trains and transfers policies on Unitree Go2

Feb 11, 2026 · Research Publication · Unitree · Humanoid

  • The paper studies a two-stage reinforcement-learning approach for improving quadruped performance on U-shaped stair climbing.
  • The training robot-dog modality is Unitree Go2, first trained in Isaac Lab and then transferred to U-shaped indoor staircase climbing.
  • The work gives Go2 a directly named benchmark for stair-climbing policy transfer from Isaac Lab to real 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.

Company
Unitree
Segment
Humanoid
Event type
Research Publication
Geography
Hangzhou · China