LHM-Humanoid: Long-Horizon Human Motion Control for Continuous Object Transport in Cluttered Scenes
LHM-Humanoid addresses generating continuous, reset-free long-horizon whole-body motion for transporting multiple objects in cluttered scenes. It focuses on composing actions across cycle boundaries by learning a 'recoverable region' termination behavior and using a dual-teacher mechanism to ensure stable, sequential movement.