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arXiv 2610.02368 · cs.RO · 2026-10-01

Rethinking World-Action Model for Compositional and In-Context Robotic Manipulation

Shukai Gong, Xuanran Zhai, Yintianrun Zhang, Ruopeng Cui, Ye Huang, Yiyang Fu, Dexuan Lyu, Chaojie Li and 11 more

DAGroup-PKU

In latest · #142 Added on 2026-10-21

One-line takeaway

ViGAR splits long-horizon manipulation into a visual subgoal planner and a subgoal executor for compositional, in-context robot tasks.

ViGAR 把长程操作拆成“视觉子目标规划 + 子目标执行”,提升组合式和上下文学习式机器人操作。

72HF upvotes
104GitHub stars
0Citations (Semantic Scholar)
56.2Buzz score

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Metadata from the arXiv API (verified); upvotes from Hugging Face Daily Papers; citations from Semantic Scholar. Last refreshed 2026-10-22.

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