On multi-armed bandit with impatient arms

Y Shao, Z Fang - Forty-first International Conference on Machine …, 2024 - openreview.net
In this paper, we investigate a Multi-Armed Bandit (MAB) setting where an arm exits the
game if the algorithm continuously neglects it. This setup is motivated by real-world …

[PDF][PDF] Design and Analysis of Algorithms for Combinatorial Multi-arm Bandit Problems under Complex Environments

K ABHISHEK - 2021 - web2py.iiit.ac.in
Online learning problems are among the most abundant machine learning problems, such
as advertisement selection, movie recommendation, and node or link prediction in evolving …