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Benchmarking for Bayesian Reinforcement Learning

In the Bayesian Reinforcement Learning (BRL) setting, agents try to maximise the collected rewards while interacting with their environment while using some prior knowledge that is accessed beforehand. Many BRL algorithms have already been proposed, but the benchmarks used to compare them are only r...

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Detalles Bibliográficos
Autores principales: Castronovo, Michael, Ernst, Damien, Couëtoux, Adrien, Fonteneau, Raphael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4909278/
https://www.ncbi.nlm.nih.gov/pubmed/27304891
http://dx.doi.org/10.1371/journal.pone.0157088