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Towards a Computational Model of Creative Societies Using Curious Design Agents

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Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 4457))

Abstract

This paper present a novel approach to modelling creative societies using curious design agents. The importance of modelling the social aspects of creativity are first presented and a novel agent-based approach is developed. Curious design agents are introduced as an appropriate model of individuals in a creative society. Some of the advantages of using curious design agents to model creative societies are discussed. Results from some initial investigations into self-organisation within creative societies using the model are given. This paper concludes by discussing some related work and exploring possible directions for future work.

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References

  1. Sternberg, R.J., Lubart, T.I.: The concept of creativity: prospects and paradigms. In: Sternberg, R.J. (ed.) Handbook of Creativity, pp. 3–15. Cambridge University Press, Cambridge, UK (1999)

    Google Scholar 

  2. Boden, M.A.: The Creative Mind: Myths and Mechanisms. Cardinal, London, UK (1990)

    Google Scholar 

  3. Gardner, H.: Creating Minds: An Anatomy of Creativity Seen Through the Lives of Freud, Einstein, Picasso, Stravinsky, Eliot, Graham and Gandhi. Basic Books, New York (1993)

    Google Scholar 

  4. Csikszentmihalyi, M.: Society, culture and person: a systems view of creativity. In: Sternberg, R.J. (ed.) The Nature of Creativity: Contemporary Psychological Perspectives, pp. 325–339. Cambridge University Press, Cambridge (1988)

    Google Scholar 

  5. Newell, A., Shaw, J.C., Simon, H.A.: The process of creative thinking. In: Gruber, H., Terrell, G., Wertheimer, M. (eds.) Contemporary Approaches to Creative Thinking, pp. 63–119. Atherton Press, New York (1962)

    Google Scholar 

  6. Liu, Y.T.: Creativity or novelty? Design Studies 21, 261–276 (2000)

    Article  Google Scholar 

  7. Gabora, L.: Meme and variations: A computer model of cultural evolution. In: Nadel, L., Stein, D. (eds.) 1993 Lectures in Complex Systems, Addison-Wesley, Reading (1995)

    Google Scholar 

  8. Markou, M., Singh, S.: Novelty detection: A review, part i: Statistical approaches. Signal Processing 83, 2481–2497 (2003)

    Article  MATH  Google Scholar 

  9. Markou, M., Singh, S.: Novelty detection: A review, part ii: Neural network based approaches. Signal Processing 83, 2499–2521 (2003)

    Article  MATH  Google Scholar 

  10. Berlyne, D.E.: Conflict, Arousal and Curiosity. McGraw-Hill, New York (1960)

    Google Scholar 

  11. Sims, K.: Artificial evolution for computer graphics. Computer Graphics 25, 319–328 (1991)

    Article  Google Scholar 

  12. Witbrock, M., Reilly, S.N.: Evolving genetic art. In: Bentley, P.J. (ed.) Evolutionary Design by Computers, pp. 251–259. Morgan Kaufman, San Francisco, CA (1999)

    Google Scholar 

  13. Kohonen, T.: Self-Organizing Maps. Springer, Heidelberg (1995)

    Google Scholar 

  14. Martindale, C.: The Clockwork Muse. Basic Books, New York (1990)

    Google Scholar 

  15. Mandelbrot, B.B.: The Fractal Geometry of Nature. W. H. Freeman & Co., New York (1977)

    Google Scholar 

  16. Schmidhuber, J.: Curious model-building control systems. In: Proceedings of the International Joint Conference on Neural Networks, Singapore, vol. 2, pp. 1458–1463. IEEE, New York (1991)

    Chapter  Google Scholar 

  17. Marsland, S., Nehmzow, U., Shapiro, J.: Novelty detection for robot neotaxis. In: NC 2000. International Symposium On Neural Computation, pp. 554–559 (2000)

    Google Scholar 

  18. Singh, S., Barto, A.G., Chentanez, N.: Intrinsically motivated reinforcement learning. Neural Information Processing 18 (2004)

    Google Scholar 

  19. Merrick, K., Maher, M.L.: Motivated reinforcement learning for non-player characters in persistent computer game worlds. In: ACE 2006. ACM SIGCHI International Conference on Advances in Computer Entertainment Technology, Los Angeles, USA (2006)

    Google Scholar 

  20. Sosa, R., Gero, J.S.: A computational study of creativity in design: the role of society. In: AIEDAM (2005)

    Google Scholar 

  21. Falkenhainer, B., Forbus, K.D., Gentner, D.: The structure-mapping engine: Algorithm and examples. Artificial Intelligence 41, 1–63 (1989)

    Article  MATH  Google Scholar 

  22. Haag, G., Liedl, P.: Modelling and simulating innovation behaviour within micro-based correlated decision processes. Journal of Artificial Societies and Social Simulation 4 (2001)

    Google Scholar 

  23. Steels, L.: A self-organizing spatial vocabulary. Artificial Life 2, 319–332 (1995)

    Article  Google Scholar 

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Gregory M. P. O’Hare Alessandro Ricci Michael J. O’Grady Oğuz Dikenelli

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© 2007 Springer-Verlag Berlin Heidelberg

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Saunders, R. (2007). Towards a Computational Model of Creative Societies Using Curious Design Agents. In: O’Hare, G.M.P., Ricci, A., O’Grady, M.J., Dikenelli, O. (eds) Engineering Societies in the Agents World VII. ESAW 2006. Lecture Notes in Computer Science(), vol 4457. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-75524-1_19

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  • DOI: https://doi.org/10.1007/978-3-540-75524-1_19

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-75522-7

  • Online ISBN: 978-3-540-75524-1

  • eBook Packages: Computer ScienceComputer Science (R0)

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