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Diversity enables the jump towards cooperation for the Traveler’s Dilemma

Social dilemmas are situations in which collective welfare is at odds with individual gain. One widely studied example, due to the conflict it poses between human behaviour and game theoretic reasoning, is the Traveler’s Dilemma. The dilemma relies on the players’ incentive to undercut their opponen...

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Autores principales: Ramírez, María Alejandra, Smerlak, Matteo, Traulsen, Arne, Jost, Jürgen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9876901/
https://www.ncbi.nlm.nih.gov/pubmed/36697467
http://dx.doi.org/10.1038/s41598-023-28600-5
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author Ramírez, María Alejandra
Smerlak, Matteo
Traulsen, Arne
Jost, Jürgen
author_facet Ramírez, María Alejandra
Smerlak, Matteo
Traulsen, Arne
Jost, Jürgen
author_sort Ramírez, María Alejandra
collection PubMed
description Social dilemmas are situations in which collective welfare is at odds with individual gain. One widely studied example, due to the conflict it poses between human behaviour and game theoretic reasoning, is the Traveler’s Dilemma. The dilemma relies on the players’ incentive to undercut their opponent at the expense of losing a collective high payoff. Such individual incentive leads players to a systematic mutual undercutting until the lowest possible payoff is reached, which is the game’s unique Nash equilibrium. However, if players were satisfied with a high payoff -that is not necessarily higher than their opponent’s- they would both be better off individually and collectively. Here, we explain how it is possible to converge to this cooperative high payoff equilibrium. Our analysis focuses on decomposing the dilemma into a local and a global game. We show that players need to escape the local maximisation and jump to the global game, in order to reach the cooperative equilibrium. Using a dynamic approach, based on evolutionary game theory and learning theory models, we find that diversity, understood as the presence of suboptimal strategies, is the general mechanism that enables the jump towards cooperation.
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spelling pubmed-98769012023-01-27 Diversity enables the jump towards cooperation for the Traveler’s Dilemma Ramírez, María Alejandra Smerlak, Matteo Traulsen, Arne Jost, Jürgen Sci Rep Article Social dilemmas are situations in which collective welfare is at odds with individual gain. One widely studied example, due to the conflict it poses between human behaviour and game theoretic reasoning, is the Traveler’s Dilemma. The dilemma relies on the players’ incentive to undercut their opponent at the expense of losing a collective high payoff. Such individual incentive leads players to a systematic mutual undercutting until the lowest possible payoff is reached, which is the game’s unique Nash equilibrium. However, if players were satisfied with a high payoff -that is not necessarily higher than their opponent’s- they would both be better off individually and collectively. Here, we explain how it is possible to converge to this cooperative high payoff equilibrium. Our analysis focuses on decomposing the dilemma into a local and a global game. We show that players need to escape the local maximisation and jump to the global game, in order to reach the cooperative equilibrium. Using a dynamic approach, based on evolutionary game theory and learning theory models, we find that diversity, understood as the presence of suboptimal strategies, is the general mechanism that enables the jump towards cooperation. Nature Publishing Group UK 2023-01-25 /pmc/articles/PMC9876901/ /pubmed/36697467 http://dx.doi.org/10.1038/s41598-023-28600-5 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Ramírez, María Alejandra
Smerlak, Matteo
Traulsen, Arne
Jost, Jürgen
Diversity enables the jump towards cooperation for the Traveler’s Dilemma
title Diversity enables the jump towards cooperation for the Traveler’s Dilemma
title_full Diversity enables the jump towards cooperation for the Traveler’s Dilemma
title_fullStr Diversity enables the jump towards cooperation for the Traveler’s Dilemma
title_full_unstemmed Diversity enables the jump towards cooperation for the Traveler’s Dilemma
title_short Diversity enables the jump towards cooperation for the Traveler’s Dilemma
title_sort diversity enables the jump towards cooperation for the traveler’s dilemma
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9876901/
https://www.ncbi.nlm.nih.gov/pubmed/36697467
http://dx.doi.org/10.1038/s41598-023-28600-5
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