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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Bibliografiske detaljer
Udgivet i:PLoS One
Main Authors: Harper, Marc, Knight, Vincent, Jones, Martin, Koutsovoulos, Georgios, Glynatsi, Nikoleta E., Campbell, Owen
Format: Artigo
Sprog:Inglês
Udgivet: Public Library of Science 2017
Fag:
Research Article
Online adgang: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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