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Jonathan P. How

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#artificial intelligence Preprint Sep 2026

Steering Generative Robot Policies with Lexicographic Preferences

It is shown that a frozen generative robot policy---based on either diffusion or flow matching---can be steered at inference time to respect such lexicographically ordered deployment objectives, and a controlled manipulation study shows that the dynamic barrier reaches comparable best performance over a substantially w...

Yi-Xuan Jia, Jonathan P. How · 2 citations

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