3 citations · 3 across the 9 of their papers we have counts for
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cs.IT2021
Dynamic Spectrum Access using Stochastic Multi-User Bandits
Meghana Bande, Akshayaa Magesh, Venugopal V. Veeravalli
A stochastic multi-user multi-armed bandit framework is used to develop algorithms for uncoordinated spectrum access. In contrast to prior work, it is assumed that rewards can be n…
cs.IT2019
Multi-User MABs with User Dependent Rewards for Uncoordinated Spectrum Access
Akshayaa Magesh, Venugopal V. Veeravalli
Multi-user multi-armed bandits have emerged as a good model for uncoordinated spectrum access problems. In this paper we consider the scenario where users cannot communicate with e…