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cs.RO2025
Joint Moment Estimation for Hip Exoskeleton Control: A Generalized Moment Feature Generation Method
Yuanwen Zhang, Jingfeng Xiong, Haolan Xian +4
Hip joint moments during walking are the key foundation for hip exoskeleton assistance control. Most recent studies have shown estimating hip joint moments instantaneously offers a…
cs.RO2025
Robot Deformable Object Manipulation via NMPC-generated Demonstrations in Deep Reinforcement Learning
Haoyuan Wang, Zihao Dong, Hongliang Lei +5
In this work, we conducted research on deformable object manipulation by robots based on demonstration-enhanced reinforcement learning (RL). To improve the learning efficiency of R…