Results 151 to 160 of about 33,931 (272)

Fair Probabilistic Multi-Armed Bandit With Applications to Network Optimization

open access: yesIEEE Transactions on Machine Learning in Communications and Networking
Online learning, particularly Multi-Armed Bandit (MAB) algorithms, has been extensively adopted in various real-world networking applications. In certain applications, such as fair heterogeneous networks coexistence, multiple links (individual arms) are ...
Zhiwu Guo   +3 more
doaj   +1 more source

Solving multi-armed bandit problems using a chaotic microresonator comb

open access: yesAPL Photonics
The Multi-Armed Bandit (MAB) problem, foundational to reinforcement learning-based decision-making, addresses the challenge of maximizing rewards amid multiple uncertain choices.
Jonathan Cuevas   +4 more
doaj   +1 more source

Graph Bandits : Multi-Armed Bandits with Locality Constraints

open access: yes, 2022
Multi-armed bandits (MABs) have been studied extensively in the literature and have applications in a wealth of domains, including recommendation systems, dynamic pricing, and investment management. On the one hand, the current MAB literature largely seems to focus on the setting where each arm is available to play at each time step, and ignores how ...
openaire   +1 more source

Gateway Selection in Millimeter Wave UAV Wireless Networks Using Multi-Player Multi-Armed Bandit. [PDF]

open access: yesSensors (Basel), 2020
Mohamed EM   +4 more
europepmc   +1 more source

Budgeted Multi–Armed Bandit in Continuous Action Space

open access: hybrid, 2016
Francesco Trovò   +3 more
openalex   +1 more source

Differentially Private Multi-Armed Bandits in the Shuffle Model [PDF]

open access: green, 2021
Jay M. Tenenbaum   +3 more
openalex   +1 more source

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