Neuromorphic computing based on emerging devices could overcome the von Neumann
bottleneck—the restriction created by having to transfer data between memory and …

We formulate and study a decentralized multi-armed bandit (MAB) problem. There are M
distributed players competing for N independent arms. Each arm, when played, offers iid …

We consider a multi-channel opportunistic communication system where the states of these
channels evolve as independent and statistically identical Markov chains (the Gilbert-Elliot …

In this paper, we consider a class of restless multiarmed bandit processes (RMABs) that
arises in dynamic multichannel access, user/server scheduling, and optimal activation in …

Bisphenol A (BPA) is an endocrine-disrupting chemical substance responsible for the
composition of polycarbonate plastics and epoxy resins. Early life and pregnancy are …

Adjuvants are essential components of vaccines that have been particularly effective at
promoting protective humoral immunity to infectious diseases and preventing mortality and …

Dynamic physical systems such as reservoir computing (RC) architectures show a great
prospect in temporal information processing, whereas hierarchical information processing …

We consider the restless multiarmed bandit problem with unknown dynamics in which a
player chooses one out of N arms to play at each time. The reward state of each arm transits …

Motivation: Reconstruction of gene regulatory networks (GRNs) is of utmost interest to
biologists and is vital for understanding the complex regulatory mechanisms within the cell …

In the Multi-Armed Bandit (MAB) problem, there is a given set of arms with unknown reward
models. At each time, a player selects one arm to play, aiming to maximize the total …