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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_proquest_journals_2712887771

Intrinsic fluctuations of reinforcement learning promote cooperation

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Full title

Intrinsic fluctuations of reinforcement learning promote cooperation

Publisher

St. Louis: Federal Reserve Bank of St. Louis

Journal title

IDEAS Working Paper Series from RePEc, 2022-01

Language

English

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St. Louis: Federal Reserve Bank of St. Louis

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Contents

In this work, we ask for and answer what makes classical reinforcement learning 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 to cooperate are contested. Here, we demonstrate whi...

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Full title

Intrinsic fluctuations of reinforcement learning promote cooperation

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TN_cdi_proquest_journals_2712887771

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https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2712887771