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Itai Shufaro

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#machine learning May 2026

The Value of Mechanistic Priors in Sequential Decision Making

It is shown that priors sensitive to distribution shift can lose half of their mechanistic information under a small distribution shift, motivating physically grounded priors for safety-critical applications.

Itai Shufaro, G. Benor, Shie Mannor · arXiv.org · 0 citations