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Yun-Hui Liu

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#artificial intelligence Preprint Oct 2026

Let the Mind Conceive, Let the Hand Achieve: Following Multimodal Instructions for Long-Horizon Robotic Manipulation

A robot following a multi-step instruction needs to act on the right objects in the right order, even as the scene changes. It must also maintain awareness of task progress and determine when to advance. To address these challenges, we introduce Orchestra, an agent harness that separates task planning and execution man...

You-Peng Wen, Gang Wang, Tian-Yu Huang et al. · 0 citations

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