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Thompson Sampling - Is Thompson sampling Bayesian?


It is true that Thompson Sampling is a Bayesian algorithm; it is sometimes called posterior sampling. Its speed, simplicity, and ease of implementation make it an ideal candidate for multi-armed bandit algorithms, and it offers logarithmic regret.