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Agent reactive capabilities in dynamic environments

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Agent reactive capabilities in dynamic environments

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dc.contributor.author AGUERO MEDINA, JORGE es_ES
dc.contributor.author Rebollo Pedruelo, Miguel es_ES
dc.contributor.author Carrascosa Casamayor, Carlos es_ES
dc.contributor.author Julian Inglada, Vicente Javier es_ES
dc.date.accessioned 2016-03-07T09:11:26Z
dc.date.available 2016-03-07T09:11:26Z
dc.date.issued 2015-09-02
dc.identifier.issn 0925-2312
dc.identifier.uri http://hdl.handle.net/10251/61508
dc.description.abstract Currently, there are many intelligent agent models that provide a number of components or abstractions to solve different types of problems. However, few of them provide abstractions or concepts that allow considering how to deal with complex dynamic environments (an environment that changes continuously in terms of available resources, global behavioral rules, etc.). In this work, we propose two abstractions that provide the developer with a new way of modeling reactive agent capabilities in dynamic environments. The first abstraction focuses on how to process the environmental stimuli as events; the second abstraction specifies how to launch tasks in response to events, which is an approach that is based on event–condition–action rules. Moreover, we present an example that is based on a call center CBR-based application, and a performance evaluation of the proposal is also provided. es_ES
dc.description.sponsorship This work was partially supported by MINECO/FEDER TIN2012-36586-C03-01 of the Spanish government. en_EN
dc.language Inglés es_ES
dc.publisher Elsevier es_ES
dc.relation.ispartof Neurocomputing es_ES
dc.rights Reserva de todos los derechos es_ES
dc.subject Agent models es_ES
dc.subject Reactive agent architectures es_ES
dc.subject Case-based reasoning es_ES
dc.subject.classification LENGUAJES Y SISTEMAS INFORMATICOS es_ES
dc.title Agent reactive capabilities in dynamic environments es_ES
dc.type Artículo es_ES
dc.identifier.doi 10.1016/j.neucom.2014.08.085
dc.relation.projectID info:eu-repo/grantAgreement/MINECO//TIN2012-36586-C03-01/ES/SOCIEDADES HUMANO-AGENTE: DISEÑO, FORMACION Y COORDINACION/ es_ES
dc.rights.accessRights Abierto es_ES
dc.contributor.affiliation Universitat Politècnica de València. Departamento de Sistemas Informáticos y Computación - Departament de Sistemes Informàtics i Computació es_ES
dc.description.bibliographicCitation Aguero Medina, J.; Rebollo Pedruelo, M.; Carrascosa Casamayor, C.; Julian Inglada, VJ. (2015). Agent reactive capabilities in dynamic environments. Neurocomputing. 163:69-75. https://doi.org/10.1016/j.neucom.2014.08.085 es_ES
dc.description.accrualMethod S es_ES
dc.relation.publisherversion http://dx.doi.org/10.1016/j.neucom.2014.08.085 es_ES
dc.description.upvformatpinicio 69 es_ES
dc.description.upvformatpfin 75 es_ES
dc.type.version info:eu-repo/semantics/publishedVersion es_ES
dc.description.volume 163 es_ES
dc.relation.senia 301080 es_ES
dc.contributor.funder Ministerio de Economía y Competitividad es_ES


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