10 citations · 19 across the 2 of their papers we have counts for
2 papers
cs.LG2014★ 9 cited
Concurrent bandits and cognitive radio networks
Orly Avner, Shie Mannor
We consider the problem of multiple users targeting the arms of a single multi-armed stochastic bandit. The motivation for this problem comes from cognitive radio networks, where s…
cs.LG2012★ 10 cited
Decoupling Exploration and Exploitation in Multi-Armed Bandits
Orly Avner, Shie Mannor, Ohad Shamir
We consider a multi-armed bandit problem where the decision maker can explore and exploit different arms at every round. The exploited arm adds to the decision maker's cumulative r…