Embodiment-Classifier Guidance: Transferring Frozen VLAs Across Robot Dynamics without Demonstrations

Devin Han, Hershraj Niranjani

Flow-based policies such as ${\pi }_0$ are trained on a fixed set of embodiments, and transferring them to new ones is an open problem. To adapt a frozen ${\pi }_0$ to a new embodiment witho…