Intrinsic fluctuations of reinforcement learning promote cooperation
Intrinsic fluctuations of reinforcement learning promote cooperation
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London: Nature Publishing Group UK
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English
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London: Nature Publishing Group UK
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In this work, we ask for and answer what makes classical temporal-difference reinforcement learning with
ϵ
-greedy strategies cooperative. Cooperating in social dilemma situations is vital for animals, humans, and machines. While evolutionary theory revealed a range of mechanisms promoting cooperation, the conditions under which agents learn...
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Intrinsic fluctuations of reinforcement learning promote cooperation
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TN_cdi_doaj_primary_oai_doaj_org_article_e121f2b9f63c42998d299cc72545212c
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https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_e121f2b9f63c42998d299cc72545212c
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ISSN
2045-2322
E-ISSN
2045-2322
DOI
10.1038/s41598-023-27672-7