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Symmetric Decomposition of Asymmetric Games
We introduce new theoretical insights into two-population asymmetric games allowing for an elegant symmetric decomposition into two single population symmetric games. Specifically, we show how an asymmetric bimatrix game (A,B) can be decomposed into its symmetric counterparts by envisioning and inve...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5772550/ https://www.ncbi.nlm.nih.gov/pubmed/29343692 http://dx.doi.org/10.1038/s41598-018-19194-4 |
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author | Tuyls, Karl Pérolat, Julien Lanctot, Marc Ostrovski, Georg Savani, Rahul Leibo, Joel Z Ord, Toby Graepel, Thore Legg, Shane |
author_facet | Tuyls, Karl Pérolat, Julien Lanctot, Marc Ostrovski, Georg Savani, Rahul Leibo, Joel Z Ord, Toby Graepel, Thore Legg, Shane |
author_sort | Tuyls, Karl |
collection | PubMed |
description | We introduce new theoretical insights into two-population asymmetric games allowing for an elegant symmetric decomposition into two single population symmetric games. Specifically, we show how an asymmetric bimatrix game (A,B) can be decomposed into its symmetric counterparts by envisioning and investigating the payoff tables (A and B) that constitute the asymmetric game, as two independent, single population, symmetric games. We reveal several surprising formal relationships between an asymmetric two-population game and its symmetric single population counterparts, which facilitate a convenient analysis of the original asymmetric game due to the dimensionality reduction of the decomposition. The main finding reveals that if (x,y) is a Nash equilibrium of an asymmetric game (A,B), this implies that y is a Nash equilibrium of the symmetric counterpart game determined by payoff table A, and x is a Nash equilibrium of the symmetric counterpart game determined by payoff table B. Also the reverse holds and combinations of Nash equilibria of the counterpart games form Nash equilibria of the asymmetric game. We illustrate how these formal relationships aid in identifying and analysing the Nash structure of asymmetric games, by examining the evolutionary dynamics of the simpler counterpart games in several canonical examples. |
format | Online Article Text |
id | pubmed-5772550 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-57725502018-01-26 Symmetric Decomposition of Asymmetric Games Tuyls, Karl Pérolat, Julien Lanctot, Marc Ostrovski, Georg Savani, Rahul Leibo, Joel Z Ord, Toby Graepel, Thore Legg, Shane Sci Rep Article We introduce new theoretical insights into two-population asymmetric games allowing for an elegant symmetric decomposition into two single population symmetric games. Specifically, we show how an asymmetric bimatrix game (A,B) can be decomposed into its symmetric counterparts by envisioning and investigating the payoff tables (A and B) that constitute the asymmetric game, as two independent, single population, symmetric games. We reveal several surprising formal relationships between an asymmetric two-population game and its symmetric single population counterparts, which facilitate a convenient analysis of the original asymmetric game due to the dimensionality reduction of the decomposition. The main finding reveals that if (x,y) is a Nash equilibrium of an asymmetric game (A,B), this implies that y is a Nash equilibrium of the symmetric counterpart game determined by payoff table A, and x is a Nash equilibrium of the symmetric counterpart game determined by payoff table B. Also the reverse holds and combinations of Nash equilibria of the counterpart games form Nash equilibria of the asymmetric game. We illustrate how these formal relationships aid in identifying and analysing the Nash structure of asymmetric games, by examining the evolutionary dynamics of the simpler counterpart games in several canonical examples. Nature Publishing Group UK 2018-01-17 /pmc/articles/PMC5772550/ /pubmed/29343692 http://dx.doi.org/10.1038/s41598-018-19194-4 Text en © The Author(s) 2018 Open Access This 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Tuyls, Karl Pérolat, Julien Lanctot, Marc Ostrovski, Georg Savani, Rahul Leibo, Joel Z Ord, Toby Graepel, Thore Legg, Shane Symmetric Decomposition of Asymmetric Games |
title | Symmetric Decomposition of Asymmetric Games |
title_full | Symmetric Decomposition of Asymmetric Games |
title_fullStr | Symmetric Decomposition of Asymmetric Games |
title_full_unstemmed | Symmetric Decomposition of Asymmetric Games |
title_short | Symmetric Decomposition of Asymmetric Games |
title_sort | symmetric decomposition of asymmetric games |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5772550/ https://www.ncbi.nlm.nih.gov/pubmed/29343692 http://dx.doi.org/10.1038/s41598-018-19194-4 |
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