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An Evaluation Methodology for Interactive Reinforcement Learning with Simulated Users

Interactive reinforcement learning methods utilise an external information source to evaluate decisions and accelerate learning. Previous work has shown that human advice could significantly improve learning agents’ performance. When evaluating reinforcement learning algorithms, it is common to repe...

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Detalles Bibliográficos
Publicado en:Biomimetics (Basel)
Main Authors: Bignold, Adam, Cruz, Francisco, Dazeley, Richard, Vamplew, Peter, Foale, Cameron
Formato: Artigo
Idioma:Inglês
Publicado: MDPI 2021
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC7985787/
https://ncbi.nlm.nih.gov/pubmed/33572399
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/biomimetics6010013
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