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A Survey on Practical Applications of Multi-Armed and Contextual Bandits
[article]
2019
arXiv
pre-print
In recent years, multi-armed bandit (MAB) framework has attracted a lot of attention in various applications, from recommender systems and information retrieval to healthcare and finance, due to its stellar performance combined with certain attractive properties, such as learning from less feedback. The multi-armed bandit field is currently flourishing, as novel problem settings and algorithms motivated by various practical applications are being introduced, building on top of the classical
arXiv:1904.10040v1
fatcat:j6v37wy7f5bmvpfzzhtnutbeoa