Reproduction logbook — paper-srIStBTJiu

This is the local, unpublished reproduction bundle for Off-Policy Learning in Large Action Spaces: Optimization Matters More Than Estimation by Imad Aouali and Otmane Sakhi. The primary OpenReview identifier is srIStBTJiu.

The six registered claims are checked against the paper's own propositions, equations, printed dataset sizes, and figures. The decisive evidence is in pages/; scripts and raw artifacts are supporting material in code/ and outputs/. This bundle is not a Space and has not been published.