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2026 1

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FLASH: Efficient Visuomotor Policy via Sparse Sampling

cs.RO · 2026-05-15 · unverdicted · novelty 6.0

FLASH Policy uses sparse Legendre polynomial trajectory fitting and history-anchored flow matching to enable single-step inference for visuomotor control, reporting 31.4 ms per-episode latency and >=92% success on five simulated plus two real manipulation tasks.

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  • FLASH: Efficient Visuomotor Policy via Sparse Sampling cs.RO · 2026-05-15 · unverdicted · none · ref 2

    FLASH Policy uses sparse Legendre polynomial trajectory fitting and history-anchored flow matching to enable single-step inference for visuomotor control, reporting 31.4 ms per-episode latency and >=92% success on five simulated plus two real manipulation tasks.