A Belief Model for BDI Agents Derived from Roles and Personality Traits

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AudienciaPúblico en generales_ES
CoberturaMéxicoes_ES
Fecha de ingreso2026-09-15T00:29:56Z
Fecha de publicación2026-01-01
ResumenRecent advancements in AI have enabled autonomous agents to interact within complex environments, with deliberative BDI (Belief–Desire–Intention) agents standing out for their human-inspired reasoning capabilities. However, defining the initial beliefs that constitute an agent’s cognitive profile remains a significant challenge. This process often relies on manual approaches that limit scalability and validation. This study proposes the Personality–Role–Belief (P–R–B) Model for BDI agents, introducing a novel architecture for generating cognitive profiles applicable to domains such as social simulation and non-player characters (NPCs). The model translates Five-Factor Model (FFM) scores into specific social roles, assigning base beliefs to each. A key contribution is a weighting mechanism designed to resolve conflicts between beliefs when multiple roles coexist. Inspired by Cohen’s effect size conventions, this mechanism establishes an influence hierarchy that quantifies belief strength based on social roles. Consequently, this approach not only enables agents to exhibit coherent behavior consistent with their personality but also establishes a foundation for modeling ethical decision-making through role–trait alignment, thereby facilitating the creation of agents capable of navigating morally complex social contexts.es_ES
Doihttps://doi.org/10.3390/mca31020037es_ES
URIhttps://riuat.uat.edu.mx/handle/123456789/1887
Idiomaeses_ES
EditorialMDPI AGes_ES
RelaciónMathematical and Computational Applicationses_ES
URL relacionadohttps://doi.org/10.3390/mca31020037es_ES
DerechosAcceso abierto (Metadatos de producción científica)es_ES
Licenciahttp://purl.org/coar/access_right/c_abf2es_ES
FuenteMathematical and Computational Applications
TítuloA Belief Model for BDI Agents Derived from Roles and Personality Traitses_ES
TipoArtículoes_ES
ArbitradoHa sido Arbitradoes_ES
AutorMartínez-Hernández, Eduardo David
AutorGarcía-Morales, Bárbara María-Esther
AutorMorales-Rodríguez, María Lucila
AutorGómez-Santillán, Claudia Guadalupe
AutorRangel-Valdez, Nelson
AutorMartínez-Hernández, Eduardo Davides_ES
AutorGarcía-Morales, Bárbara María-Estheres_ES
AutorMorales-Rodríguez, María Lucilaes_ES
AutorGómez-Santillán, Claudia Guadalupees_ES
AutorRangel-Valdez, Nelsones_ES
InstituciónUniversidad Autónoma de Tamaulipas
InstituciónUniversidad Autónoma de Tamaulipases_ES
Número2es_ES
Rango de páginas37es_ES
URL relacionadahttps://doi.org/10.3390/mca31020037
Tipo de artículoIndexado
Tipo de artículoIndexadoes_ES
Volumen31es_ES

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