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cs.LG2017
An Asymptotically Optimal Algorithm for Communicating Multiplayer Multi-Armed Bandit Problems
Noyan Evirgen, Alper Kose, Hakan Gokcesu
We consider a decentralized stochastic multi-armed bandit problem with multiple players. Each player aims to maximize his/her own reward by pulling an arm. The arms give rewards ba…
cs.LG2017
The Effect of Communication on Noncooperative Multiplayer Multi-Armed Bandit Problems
Noyan Evirgen, Alper Kose
We consider decentralized stochastic multi-armed bandit problem with multiple players in the case of different communication probabilities between players. Each player makes a deci…