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Control-Ready Uncertainty for Trajectory Diffusion

Xue, Zhiwei et al.
arXiv (All) · Papers
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robotics
Diffusion models can represent complex, multimodal trajectory distributions, but extracting uncertainty from them typically requires costly Monte Carlo sampling. This limits their use in real-time control, where robots must rapidly assess risk and maintain safety margins. We introduce Score-Curvatur
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