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Lin-Fei Yuan

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Preprint Oct 2026

I Won't Know Until I Try: Interactive Information Gathering for Long-Horizon Manipulation

Long-horizon manipulation often depends on object properties that cannot be reliably inferred from appearance alone. Physical interaction can reveal these properties, but it can also change the world in ways that invalidate subsequent actions. We present a task and motion planning (TAMP) framework that integrates task-...

Lin-Fei Yuan, Rachel Holladay · 0 citations

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