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Muqun Hu

2 accepted papers

2026

PACE: Physics Augmentation for Coordinated End-To-End Reinforcement Learning Toward Versatile Humanoid Table Tennis

ICRA 2026poster

Humanoid table tennis (TT) demands rapid perception, proactive whole-body motion, and agile footwork under strict timing—capabilities that remain difficult for end-to-end control policies. We propose a reinforcement learning (RL) framework that maps ball-position observations directly to whole-body …

2024

Hierarchical Optimization-based Control for Whole-body Loco-manipulation of Heavy Objects

ICRA 2024poster

In recent years, the field of legged robotics has seen growing interest in enhancing the capabilities of these robots through the integration of articulated robotic arms. However, achieving successful loco-manipulation, especially involving interaction with heavy objects, is far from straightforward…

Cited by 7SourceScholar