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Intrinsic fluctuations of reinforcement learning promote cooperation

Intrinsic fluctuations of reinforcement learning promote cooperation

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_e121f2b9f63c42998d299cc72545212c

Intrinsic fluctuations of reinforcement learning promote cooperation

About this item

Full title

Intrinsic fluctuations of reinforcement learning promote cooperation

Publisher

London: Nature Publishing Group UK

Journal title

Scientific reports, 2023-01, Vol.13 (1), p.1309-1309, Article 1309

Language

English

Formats

Publication information

Publisher

London: Nature Publishing Group UK

More information

Scope and Contents

Contents

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...

Alternative Titles

Full title

Intrinsic fluctuations of reinforcement learning promote cooperation

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_e121f2b9f63c42998d299cc72545212c

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_e121f2b9f63c42998d299cc72545212c

Other Identifiers

ISSN

2045-2322

E-ISSN

2045-2322

DOI

10.1038/s41598-023-27672-7

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