Unitree

“We therefore deploy a lightweight Link-CBF policy zero-shot on the Unitree G1 in the real world, where it tolerates imperfect perception, succeeds on 95% of throws”

“The paper demonstrates that the mathematical safety constraints used to train a robot must be explicitly matched to the quality of the robot's sensors.”