Optimization of Multi-Armed Bandit Problems leaf node


URI

https://openalex.org/T12101

Label

Optimization of Multi-Armed Bandit Problems

Description

This cluster of papers focuses on the optimization of multi-armed bandit problems, including topics such as Bayesian optimization, contextual bandits, online learning, convex optimization, Thompson sampling, regret analysis, Gaussian process optimization, hyperparameter optimization, and adversarial multi-armed bandits.

Implementation

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    rdfs:label "Optimization of Multi-Armed Bandit Problems"@en ;
    rdfs:isDefinedBy openalex: ;
    owl:sameAs <https://en.wikipedia.org/wiki/Multi-armed_bandit>,
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    skos:broader oasubfields:1803 ;
    skos:definition "This cluster of papers focuses on the optimization of multi-armed bandit problems, including topics such as Bayesian optimization, contextual bandits, online learning, convex optimization, Thompson sampling, regret analysis, Gaussian process optimization, hyperparameter optimization, and adversarial multi-armed bandits."@en ;
    skos:inScheme openalex: ;
    skos:prefLabel "Optimization of Multi-Armed Bandit Problems"@en ;
    openalex:cited_by_count 269942 ;
    openalex:works_count 15072 .