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cs.RO 1

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2026 1

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Duet: Dual-Robot Understanding via Efficient Teaching

cs.RO · 2026-06-18 · unverdicted · novelty 5.0

DUET pretrains collaborative policies on human-human VR demonstrations then fine-tunes on minimal robot teleoperation data, achieving equal or better performance than robot-only baselines with 5.4x faster collection across four tasks.

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  • Duet: Dual-Robot Understanding via Efficient Teaching cs.RO · 2026-06-18 · unverdicted · none · ref 21

    DUET pretrains collaborative policies on human-human VR demonstrations then fine-tunes on minimal robot teleoperation data, achieving equal or better performance than robot-only baselines with 5.4x faster collection across four tasks.