Learning optimal risk strategies in multi-agent economic systems

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.

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Detalles Bibliográficos
Autores principales: Neñer, Julián, Kreiner, Javier, Laguna, María Fernanda
Formato: Objeto de conferencia
Lenguaje:Inglés
Publicado: 2020
Materias:
Ciencias Informáticas
Econophysics
Wealth distributions
Machine learning
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/114926
http://49jaiio.sadio.org.ar/pdfs/asai/ASAI-15.pdf
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata
id I19-R120-10915-114926
record_format dspace
institution Universidad Nacional de La Plata
institution_str I-19
repository_str R-120
collection SEDICI (UNLP)
language Inglés
topic Ciencias Informáticas
Econophysics
Wealth distributions
Machine learning
spellingShingle Ciencias Informáticas
Econophysics
Wealth distributions
Machine learning
Neñer, Julián
Kreiner, Javier
Laguna, María Fernanda
Learning optimal risk strategies in multi-agent economic systems
topic_facet Ciencias Informáticas
Econophysics
Wealth distributions
Machine learning
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.
format Objeto de conferencia
Objeto de conferencia
author Neñer, Julián
Kreiner, Javier
Laguna, María Fernanda
author_facet Neñer, Julián
Kreiner, Javier
Laguna, María Fernanda
author_sort Neñer, Julián
title Learning optimal risk strategies in multi-agent economic systems
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
publishDate 2020
url http://sedici.unlp.edu.ar/handle/10915/114926
http://49jaiio.sadio.org.ar/pdfs/asai/ASAI-15.pdf
work_keys_str_mv AT nenerjulian learningoptimalriskstrategiesinmultiagenteconomicsystems
AT kreinerjavier learningoptimalriskstrategiesinmultiagenteconomicsystems
AT lagunamariafernanda learningoptimalriskstrategiesinmultiagenteconomicsystems
bdutipo_str Repositorios
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