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Generosity Pays in the Presence of Direct Reciprocity: A Comprehensive Study of 2×2 Repeated Games

By applying a technique previously developed to study ecosystem assembly [Capitán et al., Phys. Rev. Lett. 103, 168101 (2009)] we study the evolutionary stable strategies of iterated 2[Image: see text]2 games. We focus on memory-one strategies, whose probability to play a given action depends on the...

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Autores principales: Martinez-Vaquero, Luis A., Cuesta, José A., Sánchez, Angel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3329439/
https://www.ncbi.nlm.nih.gov/pubmed/22529982
http://dx.doi.org/10.1371/journal.pone.0035135
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author Martinez-Vaquero, Luis A.
Cuesta, José A.
Sánchez, Angel
author_facet Martinez-Vaquero, Luis A.
Cuesta, José A.
Sánchez, Angel
author_sort Martinez-Vaquero, Luis A.
collection PubMed
description By applying a technique previously developed to study ecosystem assembly [Capitán et al., Phys. Rev. Lett. 103, 168101 (2009)] we study the evolutionary stable strategies of iterated 2[Image: see text]2 games. We focus on memory-one strategies, whose probability to play a given action depends on the actions of both players in the previous time step. We find the asymptotically stable populations resulting from all possible invasions of any known stable population. The results of this invasion process are interpreted as transitions between different populations that occur with a certain probability. Thus the whole process can be described as a Markov chain whose states are the different stable populations. With this approach we are able to study the whole space of symmetric 2[Image: see text]2 games, characterizing the most probable results of evolution for the different classes of games. Our analysis includes quasi-stationary mixed equilibria that are relevant as very long-lived metastable states and is compared to the predictions of a fixation probability analysis. We confirm earlier results on the success of the Pavlov strategy in a wide range of parameters for the iterated Prisoner's Dilemma, but find that as the temptation to defect grows there are many other possible successful strategies. Other regions of the diagram reflect the equilibria structure of the underlying one-shot game, albeit often some non-expected strategies arise as well. We thus provide a thorough analysis of iterated 2[Image: see text]2 games from which we are able to extract some general conclusions. Our most relevant finding is that a great deal of the payoff parameter range can still be understood by focusing on win-stay, lose-shift strategies, and that very ambitious ones, aspiring to obtaining always a high payoff, are never evolutionary stable.
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spelling pubmed-33294392012-04-23 Generosity Pays in the Presence of Direct Reciprocity: A Comprehensive Study of 2×2 Repeated Games Martinez-Vaquero, Luis A. Cuesta, José A. Sánchez, Angel PLoS One Research Article By applying a technique previously developed to study ecosystem assembly [Capitán et al., Phys. Rev. Lett. 103, 168101 (2009)] we study the evolutionary stable strategies of iterated 2[Image: see text]2 games. We focus on memory-one strategies, whose probability to play a given action depends on the actions of both players in the previous time step. We find the asymptotically stable populations resulting from all possible invasions of any known stable population. The results of this invasion process are interpreted as transitions between different populations that occur with a certain probability. Thus the whole process can be described as a Markov chain whose states are the different stable populations. With this approach we are able to study the whole space of symmetric 2[Image: see text]2 games, characterizing the most probable results of evolution for the different classes of games. Our analysis includes quasi-stationary mixed equilibria that are relevant as very long-lived metastable states and is compared to the predictions of a fixation probability analysis. We confirm earlier results on the success of the Pavlov strategy in a wide range of parameters for the iterated Prisoner's Dilemma, but find that as the temptation to defect grows there are many other possible successful strategies. Other regions of the diagram reflect the equilibria structure of the underlying one-shot game, albeit often some non-expected strategies arise as well. We thus provide a thorough analysis of iterated 2[Image: see text]2 games from which we are able to extract some general conclusions. Our most relevant finding is that a great deal of the payoff parameter range can still be understood by focusing on win-stay, lose-shift strategies, and that very ambitious ones, aspiring to obtaining always a high payoff, are never evolutionary stable. Public Library of Science 2012-04-18 /pmc/articles/PMC3329439/ /pubmed/22529982 http://dx.doi.org/10.1371/journal.pone.0035135 Text en Martinez-Vaquero et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Martinez-Vaquero, Luis A.
Cuesta, José A.
Sánchez, Angel
Generosity Pays in the Presence of Direct Reciprocity: A Comprehensive Study of 2×2 Repeated Games
title Generosity Pays in the Presence of Direct Reciprocity: A Comprehensive Study of 2×2 Repeated Games
title_full Generosity Pays in the Presence of Direct Reciprocity: A Comprehensive Study of 2×2 Repeated Games
title_fullStr Generosity Pays in the Presence of Direct Reciprocity: A Comprehensive Study of 2×2 Repeated Games
title_full_unstemmed Generosity Pays in the Presence of Direct Reciprocity: A Comprehensive Study of 2×2 Repeated Games
title_short Generosity Pays in the Presence of Direct Reciprocity: A Comprehensive Study of 2×2 Repeated Games
title_sort generosity pays in the presence of direct reciprocity: a comprehensive study of 2×2 repeated games
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3329439/
https://www.ncbi.nlm.nih.gov/pubmed/22529982
http://dx.doi.org/10.1371/journal.pone.0035135
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