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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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Bibliografski detalji
Izdano u:PLoS One
Glavni autori: Harper, Marc, Knight, Vincent, Jones, Martin, Koutsovoulos, Georgios, Glynatsi, Nikoleta E., Campbell, Owen
Format: Artigo
Jezik:Inglês
Izdano: Public Library of Science 2017
Teme:
Online pristup: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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