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Multi-armed bandit problem with known trend

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References

2002Finite-time Analysis of the Multiarmed Bandit Problem5,980 cited
1979Bandit Processes and Dynamic Allocation Indices1,488 cited
1988Restless bandits: activity allocation in a changing world1,174 cited
2001Restless bandits, partial conservation laws and indexability202 cited
2008On Upper-Confidence Bound Policies for Non-Stationary Bandit Problems172 cited
2008Mortal Multi-Armed Bandits123 cited
2006Multi-armed Bandit, Dynamic Environments and Meta-Bandits72 cited

Cited by

2020Nonstationary Bandits with Habituation and Recovery Dynamics50 cited
2018Ensemble Recommendations via Thompson Sampling30 cited
2018Contextual Bandit with Adaptive Feature Extraction30 cited

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