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Mingguo Zhao

2 papers indexed

arxivcs.RO2026-07-12

Learning Roller-Skating Motions of Humanoid Robots Based on Adversarial Motion Priors

Yunkang Cheng, Yutong Wu, Menghan Li, Shihe Zhou, Mingguo Zhao

Humanoid roller-skating is difficult because the robot must coordinate whole-body balance, rolling contacts, and velocity-dependent posture regulation. This paper presents an adversarial motion prior based reinforcement learning framework for two humanoid roller-skating gaits: Pu…

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arxivcs.RO2026-06-26

Booster Lab: A Data-Centric Pipeline for Learning Deployable Humanoid Locomotion Policies

Penghui Chen, Tinglong Zheng, Yufeng Zhang, Mingguo Zhao

Humanoid robot motion learning requires not only task-oriented control policies but also physically feasible and natural behaviors that can be transferred to real robots. However, robot-feasible motion data are often scarce: raw human demonstrations may be incompatible with the r…

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