IROS On-Site Dialogue with the ULTRA Team: What's Still Missing for Robots' 'Movement Freedom'?
At IROS 2026, He Xia Lin and Xu Si Rui from UIUC presented ULTRA, a unified multimodal control framework that enables humanoid robots to learn whole-body loco-manipulation through physical simulation and reinforcement learning.