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Reinforcement learning produces dominant strategies for the Iterated Prisoner’s Dilemma

We present tournament results and several powerful strategies for the Iterated Prisoner’s Dilemma created using reinforcement learning techniques (evolutionary and particle swarm algorithms). These strategies are trained to perform well against a corpus of over 170 distinct opponents, including many...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Harper, Marc, Knight, Vincent, Jones, Martin, Koutsovoulos, Georgios, Glynatsi, Nikoleta E., Campbell, Owen
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5724862/
https://ncbi.nlm.nih.gov/pubmed/29228001
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0188046
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