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Minimal Requirements for the Emergence of Learned Signaling

The emergence of signaling systems has been observed in numerous experimental and real‐world contexts, but there is no consensus on which (if any) shared mechanisms underlie such phenomena. A number of explanatory mechanisms have been proposed within several disciplines, all of which have been insta...

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Detalles Bibliográficos
Autores principales: Spike, Matthew, Stadler, Kevin, Kirby, Simon, Smith, Kenny
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5412673/
https://www.ncbi.nlm.nih.gov/pubmed/26988073
http://dx.doi.org/10.1111/cogs.12351
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author Spike, Matthew
Stadler, Kevin
Kirby, Simon
Smith, Kenny
author_facet Spike, Matthew
Stadler, Kevin
Kirby, Simon
Smith, Kenny
author_sort Spike, Matthew
collection PubMed
description The emergence of signaling systems has been observed in numerous experimental and real‐world contexts, but there is no consensus on which (if any) shared mechanisms underlie such phenomena. A number of explanatory mechanisms have been proposed within several disciplines, all of which have been instantiated as credible working models. However, they are usually framed as being mutually incompatible. Using an exemplar‐based framework, we replicate these models in a minimal configuration which allows us to directly compare them. This reveals that the development of optimal signaling is driven by similar mechanisms in each model, which leads us to propose three requirements for the emergence of conventional signaling. These are the creation and transmission of referential information, a systemic bias against ambiguity, and finally some form of information loss. Considering this, we then discuss some implications for theoretical and experimental approaches to the emergence of learned communication.
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spelling pubmed-54126732017-05-15 Minimal Requirements for the Emergence of Learned Signaling Spike, Matthew Stadler, Kevin Kirby, Simon Smith, Kenny Cogn Sci Regular Articles The emergence of signaling systems has been observed in numerous experimental and real‐world contexts, but there is no consensus on which (if any) shared mechanisms underlie such phenomena. A number of explanatory mechanisms have been proposed within several disciplines, all of which have been instantiated as credible working models. However, they are usually framed as being mutually incompatible. Using an exemplar‐based framework, we replicate these models in a minimal configuration which allows us to directly compare them. This reveals that the development of optimal signaling is driven by similar mechanisms in each model, which leads us to propose three requirements for the emergence of conventional signaling. These are the creation and transmission of referential information, a systemic bias against ambiguity, and finally some form of information loss. Considering this, we then discuss some implications for theoretical and experimental approaches to the emergence of learned communication. John Wiley and Sons Inc. 2016-03-14 2017-04 /pmc/articles/PMC5412673/ /pubmed/26988073 http://dx.doi.org/10.1111/cogs.12351 Text en Copyright © 2016 The Authors. Cognitive Science published by Wiley Periodicals, Inc. on behalf of Cognitive Science Society. This is an open access article under the terms of the Creative Commons Attribution (http://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Regular Articles
Spike, Matthew
Stadler, Kevin
Kirby, Simon
Smith, Kenny
Minimal Requirements for the Emergence of Learned Signaling
title Minimal Requirements for the Emergence of Learned Signaling
title_full Minimal Requirements for the Emergence of Learned Signaling
title_fullStr Minimal Requirements for the Emergence of Learned Signaling
title_full_unstemmed Minimal Requirements for the Emergence of Learned Signaling
title_short Minimal Requirements for the Emergence of Learned Signaling
title_sort minimal requirements for the emergence of learned signaling
topic Regular Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5412673/
https://www.ncbi.nlm.nih.gov/pubmed/26988073
http://dx.doi.org/10.1111/cogs.12351
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