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Combinatorial Cascading Bandits

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References

2002Finite-time Analysis of the Multiarmed Bandit Problem5,980 cited
2011Analysis of Thompson Sampling for the multi-armed bandit problem904 cited
2012Combinatorial Network Optimization With Unknown Variables: Multi-Armed Bandits With Linear Rewards and Individual Observations413 cited
2015Cascading Bandits: Learning to Rank in the Cascade Model169 cited
2014Tight Regret Bounds for Stochastic Combinatorial Semi-Bandits155 cited
2013Combinatorial multi-armed bandit: general framework, results and applications105 cited
2014Sequential Learning for Multi-Channel Wireless Network Monitoring With Channel Switching Costs83 cited
2014Matroid Bandits: Fast Combinatorial Optimization with Learning80 cited

Cited by

2018Thompson Sampling for Combinatorial Semi-Bandits57 cited
2017Online Learning to Rank in Stochastic Click Models56 cited
2016DCM Bandits: Learning to Rank with Multiple Clicks52 cited
2017Thompson Sampling for Online Personalized Assortment Optimization Problems with Multinomial Logit Choice Models44 cited

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