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Tuning Bandit Algorithms in Stochastic Environments

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References

2002Finite-time Analysis of the Multiarmed Bandit Problem5,980 cited
1952Some aspects of the sequential design of experiments2,183 cited
1990Multi-Armed Bandit Allocation Indices.997 cited
1995Sample mean based index policies byO(logn) regret for the multi-armed bandit problem539 cited

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2010Solving two‐armed Bernoulli bandit problems using a Bayesian learning automaton145 cited
2014Sequential Learning for Multi-Channel Wireless Network Monitoring With Channel Switching Costs83 cited
2012Leveraging Side Observations in Stochastic Bandits68 cited
2011Multi-Bandit Best Arm Identification55 cited
2011Sequential learning for optimal monitoring of multi-channel wireless networks49 cited
2012Multi-armed Bandit Problems with History40 cited
2018Corruption-tolerant bandit learning38 cited

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