nach oben

Erschienen in:

2016 | OriginalPaper | Buchkapitel

Using BDI to Model Players Behaviour in an Interactive Fiction Game

verfasst von : Jessica Rivera-Villicana, Fabio Zambetta, James Harland, Marsha Berry

Erschienen in: Interactive Storytelling

Verlag: Springer International Publishing

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config

KI-gestützte Suche

Aus

Abstract

Player Modelling is one of the challenges in Interactive Narratives (INs), where a precise representation of the players mental state is needed to provide a personalised experience. However, how to represent the interaction of the player with the game to make the appropriate decision in the story is still an open question. In this paper, we aim to bridge this gap identifying the information needed to capture the behaviour of players in an IN using the Belief-Desire-Intention (BDI) model of agency. We present a BDI design method to mimic the interaction of players with a simplified version of the Interactive Fiction Anchorhead. Our preliminary results show that a BDI agent based on our player model is able to generate game traces more similar to humans than optimal traces.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

über 102.000 Bücher
über 537 Zeitschriften

aus folgenden Fachgebieten:

Automobil + Motoren
Bauwesen + Immobilien
Business IT + Informatik
Elektrotechnik + Elektronik
Energie + Nachhaltigkeit
Finance + Banking
Management + Führung
Marketing + Vertrieb
Maschinenbau + Werkstoffe
Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Jetzt informieren

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

über 67.000 Bücher
über 390 Zeitschriften

aus folgenden Fachgebieten:

Automobil + Motoren
Bauwesen + Immobilien
Business IT + Informatik
Elektrotechnik + Elektronik
Energie + Nachhaltigkeit
Maschinenbau + Werkstoffe

Jetzt Wissensvorsprung sichern!

Jetzt informieren

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

über 67.000 Bücher
über 340 Zeitschriften

aus folgenden Fachgebieten:

Bauwesen + Immobilien
Business IT + Informatik
Finance + Banking
Management + Führung
Marketing + Vertrieb
Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Jetzt informieren

Vorheriges Kapitel Reading Between the Lines: Using Plot Graphs to Draw Inferences from Stories

Nächstes Kapitel Expressionist: An Authoring Tool for In-Game Text Generation

Also referred to as Story Generation [8].

Active Components: Jadex (2016). https://www.activecomponents.org/bin/view/About/New+Home

Bethesda Game Studios: The Elder Scrolls (2014). http://www.elderscrolls.com/

Bratman, M.: Intention, Plans, and Practical Reason. Harvard University Press, Cambridge (1987)

CD Project RED: The Witcher (2016). www.thewitcher.com

Dennett, D.C.: The Intentional Stance. MIT press, Cambridge (1989)

Laws, R.D.: Robin’s Laws of good Game Mastering. Steve Jackson Games, Austin (2002)

Magerko, B.: Evaluating preemptive story direction in the interactive drama architecture. J. Game Dev. 2(3), 25–52 (2007)

Mateas, M., Stern, A.: Façade: an experiment in building a fully-realized interactive drama. In: Game Developers Conference, Game Design Track. vol. 2, p. 82 (2003)

Murray, J.H.: Hamlet on the Holodeck: The Future of Narrative in Cyberspace. The Free Press, New York (1997)

10.

Nelson, M.J., Mateas, M.: Search-based drama management in the interactive fiction anchorhead. In: Proceedings of the First Annual Conference on Artificial Intelligence and Interactive Digital Entertainment, pp. 99–104 (2005)

11.

Nelson, M., Mateas, M., Roberts, D., Isbell, C.: Declarative optimization-based drama management in interactive fiction. IEEE Comput. Graphics Appl. 26(3), 32–41 (2006)CrossRef

12.

Norling, E., Sonenberg, L.: Creating interactive characters with BDI agents. In: Australian Workshop on Interactive Entertainment, p. 8 (2004)

13.

Ontanon, S.: IFEngine (2015). https://www.cs.drexel.edu/santi/teaching/2012/CS680/IFEngine.html

14.

Padgham, L., Winikoff, M.: Developing Intelligent Agent Systems: A Practical Guide. Wiley, Chichester (2005)MATH

15.

Porteous, J., Cavazza, M., Charles, F.: Applying planning to interactive storytelling: Narrative Control using state constraints. ACM Trans. Intell. Syst. Technol. 1(2), 1–21 (2010)CrossRef

16.

Quantic Dream: Heavy Rain (2010). http://www.quanticdream.com/en/game/heavy-rain

17.

Riedl, M.: Interactive narrative: a novel application of artificial intelligence for computer games. In: Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence. AAAI Press (2012)

18.

Riedl, M.O., Bulitko, V.: Interactive narrative: an intelligent systems approach. AI Mag. 34(1), 67–77 (2013)

19.

Sharma, M., Ontanon, S., Mehta, M., Ram, A.: Drama management and player modeling for interactive fiction games. Comput. Intell. 26(2), 183–211 (2010)MathSciNetCrossRef

20.

Thue, D., Bulitko, V., Spetch, M., Wasylishen, E.: Interactive storytelling: a player modelling approach. In: Schaeffer, J., Mateas, M. (eds.) Proceedings of the Third Artificial Intelligence and Interactive Digital Entertainment Conference. Lecture Notes in Computer Science, pp. 43–48. AAAI Press (2007)

21.

Wooldridge, M.: An Introduction to MultiAgent Systems. Wiley, Hoboken (2002)

22.

Yannakakis, G.N.: Game AI revisited. In: Proceedings of the 9th Conference on Computing Frontiers - CF 2012, p. 285. ACM Press (2012)

23.

Young, R.M., Cardona-Rivera, R.: Approaching a player model of game story comprehension through affordance in interactive narrative. In: Intelligent Narrative Technologies (2011)

24.

Yu, H., Riedl, M.O.: A sequential recommendation approach for interactive personalized story generation. In: Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems, vol. 1, pp. 71–78. International Foundation for Autonomous Agents and Multiagent Systems (2012)

Titel: Using BDI to Model Players Behaviour in an Interactive Fiction Game
verfasst von: Jessica Rivera-Villicana
Fabio Zambetta
James Harland
Marsha Berry
Verlag: Springer International Publishing
Buch: Interactive Storytelling
Print ISBN: 978-3-319-48278-1

Electronic ISBN: 978-3-319-48279-8

Copyright-Jahr: 2016
DOI: https://doi.org/10.1007/978-3-319-48279-8_19

Springer Professional

Abstract

Bitte loggen Sie sich ein, um Zugang zu Ihrer Lizenz zu erhalten.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Springer Professional "Technik"

Springer Professional "Wirtschaft"