Learning optimal risk strategies in multi-agent economic systems

Autores
Neñer, Julián; Kreiner, Javier; Laguna, María Fernanda
Año de publicación
2020
Idioma
inglés
Tipo de recurso
documento de conferencia
Estado
versión publicada
Descripción
Optimal individual strategies for agents undergoing transactions in the Yard-Sale model were studied. The inclusion of rationality in their behavior by endowing each agent with a neural network and training them with a genetic algorithm showed promising results.
Sociedad Argentina de Informática
Materia
Ciencias Informáticas
Econophysics
Wealth distributions
Machine learning
Nivel de accesibilidad
acceso abierto
Condiciones de uso
http://creativecommons.org/licenses/by-nc-sa/3.0/
Repositorio
SEDICI (UNLP)
Institución
Universidad Nacional de La Plata
OAI Identificador
oai:sedici.unlp.edu.ar:10915/114926
Acceder
id SEDICI_153a5613fb4d0c67c4a56804aff053da
oai_identifier_str oai:sedici.unlp.edu.ar:10915/114926
network_acronym_str SEDICI
repository_id_str 1329
network_name_str SEDICI (UNLP)
spelling Learning optimal risk strategies in multi-agent economic systemsNeñer, JuliánKreiner, JavierLaguna, María FernandaCiencias InformáticasEconophysicsWealth distributionsMachine learningOptimal individual strategies for agents undergoing transactions in the Yard-Sale model were studied. The inclusion of rationality in their behavior by endowing each agent with a neural network and training them with a genetic algorithm showed promising results.Sociedad Argentina de Informática2020-10info:eu-repo/semantics/conferenceObjectinfo:eu-repo/semantics/publishedVersionObjeto de conferenciahttp://purl.org/coar/resource_type/c_5794info:ar-repo/semantics/documentoDeConferenciaapplication/pdf172-176http://sedici.unlp.edu.ar/handle/10915/114926enginfo:eu-repo/semantics/altIdentifier/url/http://49jaiio.sadio.org.ar/pdfs/asai/ASAI-15.pdfinfo:eu-repo/semantics/altIdentifier/issn/2451-7585info:eu-repo/semantics/openAccesshttp://creativecommons.org/licenses/by-nc-sa/3.0/Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported (CC BY-NC-SA 3.0)reponame:SEDICI (UNLP)instname:Universidad Nacional de La Platainstacron:UNLP2025-09-29T11:26:45Zoai:sedici.unlp.edu.ar:10915/114926Institucionalhttp://sedici.unlp.edu.ar/Universidad públicaNo correspondehttp://sedici.unlp.edu.ar/oai/snrdalira@sedici.unlp.edu.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:13292025-09-29 11:26:45.69SEDICI (UNLP) - Universidad Nacional de La Platafalse
dc.title.none.fl_str_mv Learning optimal risk strategies in multi-agent economic systems
title Learning optimal risk strategies in multi-agent economic systems
spellingShingle Learning optimal risk strategies in multi-agent economic systems
Neñer, Julián
Ciencias Informáticas
Econophysics
Wealth distributions
Machine learning
title_short Learning optimal risk strategies in multi-agent economic systems
title_full Learning optimal risk strategies in multi-agent economic systems
title_fullStr Learning optimal risk strategies in multi-agent economic systems
title_full_unstemmed Learning optimal risk strategies in multi-agent economic systems
title_sort Learning optimal risk strategies in multi-agent economic systems
dc.creator.none.fl_str_mv Neñer, Julián
Kreiner, Javier
Laguna, María Fernanda
author Neñer, Julián
author_facet Neñer, Julián
Kreiner, Javier
Laguna, María Fernanda
author_role author
author2 Kreiner, Javier
Laguna, María Fernanda
author2_role author
author
dc.subject.none.fl_str_mv Ciencias Informáticas
Econophysics
Wealth distributions
Machine learning
topic Ciencias Informáticas
Econophysics
Wealth distributions
Machine learning
dc.description.none.fl_txt_mv Optimal individual strategies for agents undergoing transactions in the Yard-Sale model were studied. The inclusion of rationality in their behavior by endowing each agent with a neural network and training them with a genetic algorithm showed promising results.
Sociedad Argentina de Informática
description Optimal individual strategies for agents undergoing transactions in the Yard-Sale model were studied. The inclusion of rationality in their behavior by endowing each agent with a neural network and training them with a genetic algorithm showed promising results.
publishDate 2020
dc.date.none.fl_str_mv 2020-10
dc.type.none.fl_str_mv info:eu-repo/semantics/conferenceObject
info:eu-repo/semantics/publishedVersion
Objeto de conferencia
http://purl.org/coar/resource_type/c_5794
info:ar-repo/semantics/documentoDeConferencia
format conferenceObject
status_str publishedVersion
dc.identifier.none.fl_str_mv http://sedici.unlp.edu.ar/handle/10915/114926
url http://sedici.unlp.edu.ar/handle/10915/114926
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/url/http://49jaiio.sadio.org.ar/pdfs/asai/ASAI-15.pdf
info:eu-repo/semantics/altIdentifier/issn/2451-7585
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
http://creativecommons.org/licenses/by-nc-sa/3.0/
Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported (CC BY-NC-SA 3.0)
eu_rights_str_mv openAccess
rights_invalid_str_mv http://creativecommons.org/licenses/by-nc-sa/3.0/
Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported (CC BY-NC-SA 3.0)
dc.format.none.fl_str_mv application/pdf
172-176
dc.source.none.fl_str_mv reponame:SEDICI (UNLP)
instname:Universidad Nacional de La Plata
instacron:UNLP
reponame_str SEDICI (UNLP)
collection SEDICI (UNLP)
instname_str Universidad Nacional de La Plata
instacron_str UNLP
institution UNLP
repository.name.fl_str_mv SEDICI (UNLP) - Universidad Nacional de La Plata
repository.mail.fl_str_mv alira@sedici.unlp.edu.ar
_version_ 1844616145973280768
score 13.070432

Publicaciones similares