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Jeongyong Yang

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#machine learning Preprint Oct 2026

Safe Streaming Flow Planning by Aligning Sampling Dynamics with Execution Dynamics

Generative planners based on diffusion/flow matching can learn to synthesize long-horizon trajectories from demonstrations. However, real-world deployment requires (i) enforcing safety constraints during execution and (ii) tight online replanning at fast execution rates. Prior safe diffusion/flow planners generate the...

Seunghwan Jang, Jeongyong Yang, Siddharth Ancha et al. · 0 citations

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