Regret of Queueing Bandits

Subhashini Krishnasamy, Rajat Sen, Ramesh Johari, Sanjay Shakkottai

Neural Information Processing Systems 

We consider a variant of the multiarmed bandit problem where jobs queue for service, and service rates of different servers may be unknown.

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