QWM zero-shot locomotion transfer

Toward Hardware-Agnostic Quadrupedal World Models

Preprint 2026

A single world model trained across eight quadrupeds that generalizes zero-shot to new robot morphologies by explicitly conditioning on physical specifications rather than baking in a fixed embodiment.

2 min · Mohamad H. Danesh, Chenhao Li, Amin Abyaneh, Anas Houssaini, Kirsty Ellis, Glen Berseth, Marco Hutter, Hsiu-Chin Lin