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The Story of Their Lives: Massive Procedural Generation of Heroes’ Journeys Using Evolved Agent-Based Models and Logical Reasoning

  • Rubén H. García-OrtegaEmail author
  • Pablo García-Sánchez
  • Juan J. Merelo
  • Aránzazu San-Ginés
  • Ángel Fernández-Cabezas
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 9597)

Abstract

The procedural generation of massive subplots and backstories in secondary characters that inhabit Open World videogames usually lead to stereotyped characters that act as a mere backdrop for the virtual world; however, many game designers claim that the stories can be very relevant for the player’s experience. For this reason we are looking for a methodology that improves the variability of the characters’ personality while enhancing the quality of their backstories following artistic or literary guidelines. In previous works, we used multi agent systems in order to obtain stochastic, but regulated, inter-relations that became backstories; later, we have used genetic algorithms to promote the appearance of high level behaviors inside them. Our current work continues the previous research line and propose a three layered system (Evolutionary computation - Agent-Based Model - Logical Reasoner) that is applied to the promotion of the monomyth, commonly known as the hero’s journey, a social pattern that constantly appears in literature, films, and videogames. As far as we know, there is no previous attempt to model the monomyth as a logical theory, and no attempt to use the sub-solutions for narrating purposes. Moreover, this paper shows for the first time this multi-paradigm three-layered methodology to generate massive backstories. Different metrics have been tested in the experimental phase, from those that sum all the monomyth-related tropes to those that promote distribution of archetypes in the characters. Results confirm that the system can make the monomyth emerge and that the metric has to take into account facilitator predicates in order to guide the evolutionary process.

Keywords

Procedural generation Monomyth Agent-based model Emergent behavior 

Notes

Acknowledgments

This work has been supported in part by projects TIN2014-56494-C4-3-P and TIN2012-32039 (Spanish Ministry of Economy and Competitivity), V17-2015 of the Microprojects program 2015 from CEI BioTIC Granada, PROY-PP2015-06 (Plan Propio 2015 UGR), PETRA (SPIP2014-01437, funded by Dirección General de Tráfico), and MSTR (PRY142/14, Fundación Pública Andaluza Centro de Estudios Andaluces en la IX Convocatoria de Proyectos de Investigación).

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Copyright information

© Springer International Publishing Switzerland 2016

Authors and Affiliations

  • Rubén H. García-Ortega
    • 1
    Email author
  • Pablo García-Sánchez
    • 1
  • Juan J. Merelo
    • 1
  • Aránzazu San-Ginés
    • 2
  • Ángel Fernández-Cabezas
    • 1
    • 2
  1. 1.Department of Computer Architecture and TechnologyUniversity of GranadaGranadaSpain
  2. 2.Department of Philosophy IUniversity of GranadaGranadaSpain

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