21 citations · 27 across the 3 of their papers we have counts for
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cs.RO2024★ 6 cited
Contrast, Imitate, Adapt: Learning Robotic Skills From Raw Human Videos
Zhifeng Qian, Mingyu You, Hongjun Zhou +4
Learning robotic skills from raw human videos remains a non-trivial challenge. Previous works tackled this problem by leveraging behavior cloning or learning reward functions from…
cs.RO2023
Goal-Conditioned Reinforcement Learning with Disentanglement-based Reachability Planning
Zhifeng Qian, Mingyu You, Hongjun Zhou +2
Goal-Conditioned Reinforcement Learning (GCRL) can enable agents to spontaneously set diverse goals to learn a set of skills. Despite the excellent works proposed in various fields…
cs.RO2022★ 21 cited
3D Part Assembly Generation with Instance Encoded Transformer
Rufeng Zhang, Tao Kong, Weihao Wang +2
It is desirable to enable robots capable of automatic assembly. Structural understanding of object parts plays a crucial role in this task yet remains relatively unexplored. In thi…