decentralized multi-armed bandit

TSP
2010

170views Artificial Intelligence» more TSP 2010»

Distributed learning in multi-armed bandit with multiple players

13 years 9 months ago

We formulate and study a decentralized multi-armed bandit (MAB) problem. There are distributed players competing for independent arms. Each arm, when played, offers i.i.d. reward a...

Keqin Liu, Qing Zhao

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ICASSP
2010
IEEE

224views Signal Processing» more ICASSP 2010»

Distributed learning in cognitive radio networks: Multi-armed bandit with distributed multiple players

14 years 3 months ago

Download www.ece.ucdavis.edu

—We consider a cognitive radio network with distributed multiple secondary users, where each user independently searches for spectrum opportunities in multiple channels without e...

Keqin Liu, Qing Zhao

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