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Yuan-Long Chen

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#machine learning Preprint Aug 2026

Continuity-Free Near-Minimax Leading-Order Regret for CVaR-UCBVI

Bernard CVaR-UCBVI is minimax-optimal over the full return-law class in the leading-order regime; the lower-order terms retain their $\tau^{-1}$ dependence.

Yuan-Long Chen · 0 citations