Foundation Models for Whole-Body Humanoid Control

arXiv:2504.11002

Robotics Foundation Lab

We train a large-scale transformer policy on heterogeneous humanoid datasets that zero-shot adapts to new morphologies and terrains, combining imitation, reinforcement learning, and sim-to-real residual learning.