56 citations · 497 across the 85 of their papers we have counts for
Showing 2013Show all
2 papers · 1 filter
cs.LG2013★ 7 cited
Bandits with Switching Costs: T^{2/3} Regret
Ofer Dekel, Jian Ding, Tomer Koren +1
We study the adversarial multi-armed bandit problem in a setting where the player incurs a unit cost each time he switches actions. We prove that the player's -round minimax reg…
cs.LG2013★ 37 cited
Distributed Exploration in Multi-Armed Bandits
Eshcar Hillel, Zohar Karnin, Tomer Koren +2
We study exploration in Multi-Armed Bandits in a setting where players collaborate in order to identify an -optimal arm. Our motivation comes from recent employment of bandi…