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Strong Regret Minimization on Dueling Bandits

2Theoretical Guarantee (Order)TG-ITE-STRONG-KNOWNHORIZON
1.91.9522.05Jun 1, 2026

Evaluation results

MethodLinks
TG-ITE-STRONG-KNOWNHORIZONIdentify-Then-Exploit Policy=TREEASCENT then self-play, Horizon (Known/Anytime)=known H2026.062
TG-ITE-STRONG-ANYTIMEIdentify-Then-Exploit Policy=repeated TREEASCENT + self-play blocks, Horizon (Known/Anytime)=anytime2026.062