References

• 2002Finite-time Analysis of the Multiarmed Bandit Problem5,980 cited
• 2002The Nonstochastic Multiarmed Bandit Problem2,210 cited
• 2011Improved Algorithms for Linear Stochastic Bandits860 cited
• 2011Contextual Bandits with Linear Payoff Functions599 cited
• 2009Exploration–exploitation tradeoff using variance estimates in multi-armed bandits571 cited
• 2011The KL-UCB Algorithm for Bounded Stochastic Bandits and Beyond363 cited
• 2013Bandits With Heavy Tail249 cited
• 2014Online Clustering of Bandits164 cited
• 2007Tuning Bandit Algorithms in Stochastic Environments158 cited
• 2012The best of both worlds: stochastic and adversarial bandits144 cited
• 2017From Ads to Interventions: Contextual Bandits in Mobile Health130 cited
• 2008Mortal Multi-Armed Bandits123 cited
• 2013Automatic ad format selection via contextual bandits111 cited
• 2018Stochastic bandits robust to adversarial corruptions111 cited
• 2014One Practical Algorithm for Both Stochastic and Adversarial Bandits74 cited
• 2016On Context-Dependent Clustering of Bandits