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When Is Test-Time Physical Diagnosis Effective? Six Ordered Empirical Conditions and a Failure Analysis of Frozen Policies

Zhengshu Zhang proposes in an arXiv paper that for diagnosis to improve behavior when a robot faces unfamiliar physical conditions, six ordered empirical conditions must hold: a meaningful reference, identifiability of the physical condition, use of the acquired evidence, decision value, selection value relative to a fixed alternative, and safe realization.

Part of the event: Paper Proposes and Tests Six Conditions for Test-Time Physical Diagnosis

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