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bayesian algorithm

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regret bound (3) multi-armed bandit (2) thompson sampling (2) simple regret (1) task prior (1) truncated bayesian algorithm (1) sequential minimax regret (1) bandit algorithm (1) sequential probability assignment (1) logarithmic loss (1)

Papers

Meta-Learning for Simple Regret Minimization AAAI 2023 Precise Regret Bounds for Log-loss via a Truncated Bayesian Algorithm NeurIPS 2022 No Regrets for Learning the Prior in Bandits NeurIPS 2021 Analysis of Thompson Sampling for the Multi-armed Bandit Problem COLT 2012