3 papers
math.OC2020
Distributed Cooperative Decision Making in Multi-agent Multi-armed Bandits
Peter Landgren, Vaibhav Srivastava, Naomi Ehrich Leonard
We study a distributed decision-making problem in which multiple agents face the same multi-armed bandit (MAB), and each agent makes sequential choices among arms to maximize its o…
eess.SY2016
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…
eess.SY2015
On Distributed Cooperative Decision-Making in Multiarmed Bandits
Peter Landgren, Vaibhav Srivastava, Naomi Ehrich Leonard
We study the explore-exploit tradeoff in distributed cooperative decision-making using the context of the multiarmed bandit (MAB) problem. For the distributed cooperative MAB probl…