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Multi-user Multi-armed Bandits for Uncoordinated Spectrum Access
The proposed algorithm consists of an estimation phase and an allocation phase. It is shown that if every user adopts the algorithm, the system wide regret is constant with time... -
Skyline Identification in Multi-Armed Bandits
The dataset is used to test the ε-skyline identification problem, a variant of the classical PAC multi-armed bandit problem.