Distributed Cooperative Decision-Making in Multiarmed Bandits: Frequentist and Bayesian Algorithms

Peter Landgren, Vaibhav Srivastava, Naomi Ehrich Leonard

We study distributed cooperative decision-making under the explore-exploit tradeoff in the multiarmed bandit (MAB) problem. We extend the state-of-the-art frequentist and Bayesian…