A positive resolution of the gap-entropy conjecture
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arXiv:2609.10529v1 Announce Type: cross Abstract: We prove the gap-entropy conjecture for fixed-confidence best-arm identification with independent unit-variance Gaussian arms, means in $[0,1]$, and a unique optimal arm. For each suboptimal arm $i$, let $\Delta_i=\mu_*-\mu_i$ be its gap from the op…
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- 2026-09-10 04:00 · arXiv stat.ML
A positive resolution of the gap-entropy conjecture