2 papers
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.LG2018
Multi-User Multi-Armed Bandits for Uncoordinated Spectrum Access
Meghana Bande, Venugopal V. Veeravalli
A multi-user multi-armed bandit (MAB) framework is used to develop algorithms for uncoordinated spectrum access. The number of users is assumed to be unknown to each user. A stocha…