Evolving personalized content for super mario bros using grammatical evolution

Proceedings of the 8th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, AIIDE 2012

Volumn , Issue , 2012, Pages 75-80

  Shaker, Noor ^a   Yannakakis, Georgios N ^a   Togelius, Julian ^a   Nicolau, Miguel ^b   O'neill, Michael ^b  

^a IT UNIVERSITY OF COPENHAGEN   (Denmark)

^b UNIVERSITY COLLEGE DUBLIN   (Ireland)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTATION MECHANISM; EMOTIONAL STATE; FITNESS FUNCTIONS; GAMEPLAY EXPERIENCES; GRAMMATICAL EVOLUTION; PERSONALIZED CONTENT; PLAYER EXPERIENCE; SUPER MARIO BROS;

ARTIFICIAL INTELLIGENCE; HUMAN COMPUTER INTERACTION;

COMPUTATIONAL GRAMMARS;

EID: 84883079945     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (18)

1. Browne, C., and Maire, F. 2010. Evolutionary game design. IEEE Transactions on Computational Intelligence and AI in Games, 2(1):1-16.
2. Cardamone, L.; Loiacono, D.; and Lanzi, P. 2011. Interactive evolution for the procedural generation of tracks in a high-end racing game. In Genetic and Evolutionary Computation Conference, GECCO, 12-16.
3. Cook, M., and Colton, S. 2011. Multi-faceted evolution of simple arcade games. In IEEE Conference on Computational Intelligence and Games (CIG), 289-296.
4. Hastings, E. J.; Guha, R. K.; and Stanley, K. O. 2009. Evolving content in the galactic arms race video game. In Proceedings of the 5th international conference on Computational Intelligence and Games, CIG'09, 241-248. Piscataway, NJ, USA: IEEE Press.
5. Iida, H.; Takeshita, N.; and Yoshimura, J. 2002. A metric for entertainment of boardgames: its implication for evolution of chess variants. In IWEC, 65-72.
6. Olesen, J.; Yannakakis, G.; and Hallam, J. 2008. Real-time challenge balance in an rts game using rtneat. In IEEE Symposium On Computational Intelligence and Games, 2008, 87-94. IEEE.
7. O'Neill, M., and Ryan, C. 2001. Grammatical evolution. IEEE Transactions on Evolutionary Computation 5(4):349-358.
8. O'Neill, M.; Hemberg, E.; Gilligan, C.; Bartley, E.; McDermott, J.; and Brabazon, A. 2008. Geva: grammatical evolution in java. ACM Sigevolution 3(2):17-22.
9. Shaker, N.; Nicolau, M.; Yannakakis, G.; Togelius, J.; and O'Neill, M. 2012. Evolving Levels for Super Mario Bros Using Grammatical Evolution. In IEEE Transactions on Computational Intelligence and Games (CIG).
10. Shaker, N.; Yannakakis, G. N.; and Togelius, J. 2010. Towards Automatic Personalized Content Generation for Platform Games. In Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE). AAAI Press.
11. Shaker, N.; Yannakakis, G. N.; and Togelius, J. 2011. Feature Analysis for Modeling Game Content Quality. In IEEE Transactions on Computational Intelligence and Games (CIG), 126-133.
12. Shaker, N.; Yannakakis, G. N.; and Togelius, J. 2012. Digging deeper into platform game level design: session size and sequential features. In Proceedings of the European Conference on Applications of Evolutionary Computation (EvoApplications). Springer LNCS.
13. Smith, A. M., and Mateas, M. 2010. Variations Forever: Flexibly Generating Rulesets from a Sculptable Design Space of Mini- Games. IEEE Transactions on Computational Intelligence and AI in Games.
14. Smith, G.; Whitehead, J.; and Mateas, M. 2010. Tanagra: A mixed-initiative level design tool. In Proceedings of the International Conference on the Foundations of Digital Games, 209-216. ACM.
15. Sorenson, N.; Pasquier, P.; and Di Paola, S. 2011. A generic approach to challenge modeling for the procedural creation of video game levels. IEEE Transactions on Computational Intelligence and AI in Games 3(3):229-244.
16. Togelius, J.; Karakovskiy, S.; and Baumgarten, R. 2010. The 2009 mario ai competition. In IEEE Congress on Evolutionary Computation (CEC), 1-8. IEEE.
17. Togelius, J.; Preuss, M.; and Yannakakis, G. 2010. Towards multiobjective procedural map generation. In Proceedings of the 2010 Workshop on Procedural Content Generation in Games, 3. ACM.
18. Yannakakis, G., and Togelius, J. 2011. Experience-driven procedural content generation. IEEE Transactions on Affective Computing 2(3):147-161.