conftrace_

optimal arm identification

2 papers

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Co-occurring keywords · papers mentioning both

fixed confidence (2) multi-armed bandit (2) sample complexity (2) decision class (1) combinatorial structure (1) combinatorial pure exploration (1) confidence interval (1) pure exploration (1) asymptotic optimality (1) best arm identification (1)

Papers

On the Asymptotic Optimality of Confidence Interval Based Algorithms for Fixed Confidence MABs AAAI 2025 Combinatorial Pure Exploration of Multi-Armed Bandits NeurIPS 2014