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2026 1

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SANTS: A State-Adaptive Scheduler for World Action Models

cs.RO · 2026-05-27 · unverdicted · novelty 5.0

SANTS adaptively chooses denoising depth in video-based robot action diffusion policies using a state-dependent stopping hazard and noise ratio, trained via downstream action reward to reduce latency.

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  • SANTS: A State-Adaptive Scheduler for World Action Models cs.RO · 2026-05-27 · unverdicted · none · ref 36

    SANTS adaptively chooses denoising depth in video-based robot action diffusion policies using a state-dependent stopping hazard and noise ratio, trained via downstream action reward to reduce latency.