CoDance: Learning Reactive and Compliant Human-Humanoid Interaction from Video

CoDance retargets human-to-human dancing videos into robot-compatible reference motions and moving partner trajectories. The framework utilizes multi-link compliance augmentation to transform kinematic demonstrations into force-aware training data, enabling humanoids to coordinate locomotion while maintaining continuous, reactive physical contact during partnered tasks.