IEEE - Institute of Electrical and Electronics Engineers, Inc. - On Regret-Optimal Learning in Decentralized Multi-player Multi-armed Bandits

Author(s): Naumaan Nayyar ; Dileep Kalathil ; Rahul Jain
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1
ISSN (Online): 2325-5870
DOI: 10.1109/TCNS.2016.2635380
Regular:

We consider the problem of learning in single-player and multiplayer multi-armed bandit models. Bandit problems are classes of online learning problems that capture exploration versus exploitation... View More

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