RGB: RL Guided Whole-Body MPPI for Humanoid Control

Jun 23, 2026 · Research Publication · Unitree · Humanoid

The arXiv paper combines reinforcement learning and MPPI for whole-body humanoid control on Unitree G1.

Unitree company media
Company media · Unitree
  • 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.