Mingchuan Yang

Decoupling motion retargeting into a privileged generator and an anticipatory executor enables physical humanoids to mirror agile, expressive human motions in real time despite severe latency and embodiment mismatches.

TGCM outperforms existing methods by effectively disentangling overlapping APT campaigns, achieving robust separation even in complex interleaved scenarios.