Underwater surveillance has traditionally been carried out by means of surface and
undersea manned vessels equipped with advanced sensor systems. This approach is often …

Using wireless sensor networks (WSNs) in delay and reliability critical environments is
highly desired due to their unique advantages such as low cost, ease of deployment, and …

The diffusion LMS algorithm has been extensively studied in recent years. This efficient
strategy allows to address distributed optimization problems over networks in the case …

We study a decentralized cooperative stochastic multi-armed bandit problem with K arms on
a network of N agents. In our model, the reward distribution of each arm is the same for each …

The paper addresses various Multiplayer Multi-Armed Bandit (MMAB) problems, where M
decision-makers, or players, collaborate to maximize their cumulative reward. We first …

We study the problem of distributed detection, where a set of nodes is required to decide
between two hypotheses based on available measurements. We seek fully distributed and …

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 …

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

This paper examines a stochastic formulation of the generalized Nash equilibrium problem
where agents are subject to randomness in the environment of unknown statistical …

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 …