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Near-Optimal Regret Bounds for Thompson Sampling.
Shipra Agrawal
Navin Goyal
Published in:
J. ACM (2017)
Keyphrases
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multi armed bandit
regret bounds
random sampling
lower bound
sample size
pairwise
sampling algorithm
active learning
probabilistic model
upper bound
online learning