RGB: RL Guided Whole-Body MPPI for Humanoid Control
The arXiv paper combines reinforcement learning and MPPI for whole-body humanoid control on Unitree G1.

Evidence notes
- The study’s named evaluation platform is G1 from Unitree.
Company context
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.