الباحثون

Xiaoyang Zhou

المنشورات 2

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Commit While Futures Agree: Consequence-Aware Adaptive Action Chunking for Robot Manipulation

Yuyan Li, Yujia Wang, Yusong Huang وآخرون · 2026

Action-chunking policies predict multi-step control sequences, but a fundamental question remains: how much of a predicted action chunk should be committed before replanning? Existing systems typically execute a fixed-length prefix, implicitly assuming that the same execution horizon remains trustworthy across states. …

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BeyondRetarget: Learning Executable Humanoid Motions Directly from Monocular Video

Tianyu Xiong, Yi Lu, Jinrui Wang وآخرون · 2026

Learning executable motions from human videos offers a scalable solution for humanoid robots to acquire demonstration motions. However, existing pipelines typically first construct an explicit human motion representation and then convert it into robot motions via motion retargeting. Although such methods can effectivel …

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