Criteria for Evaluating Early Creative Behavior in Computational Agents

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Wendy Aguilar and Rafael Pérez y Pérez: Criteria for Evaluating Early Creative Behavior in Computational Agents. In: Computational Creativity 2014 ICCC 2014, 284-287.

DOI

Abstract

Our research is focused on the study of the genesis of the creative process. With this purpose we have created a developmental computational agent, which allows us to watch the generation of the first behaviors we could consider as creative. It is very important to develop methodologies to evaluate the behaviors generated by this kind of agents. This paper represents our first effort towards that end. Here we propose five criteria for its evaluation, and we use them to test the behaviors cre- ated by our developmental agent.

Extended Abstract

Bibtex

@inproceedings{
author = {Wendy Aguilar and Rafael Pérez y Pérez},
title = {Criteria for Evaluating Early Creative Behavior in Computational Agents},
booktitle = {Proceedings of the Fifth International Conference on Computational Creativity},
series = {ICCC2014},
year = {2014},
month = {Jun},
location = {Ljubljana, Slovenia},
pages = {284-287},
url = {http://computationalcreativity.net/iccc2014/wp-content/uploads/2014/06//15.6_Aguilar.pdf, http://de.evo-art.org/index.php?title=Criteria_for_Evaluating_Early_Creative_Behavior_in_Computational_Agents },
publisher = {International Association for Computational Creativity},
keywords = {computational, creativity},
}

Used References

Aguilar, W., and P ́erez y P ́erez, R. 2013. A computer model of a developmental agent to support creative-like behavior. In AAAI Spring Symposium: Creativity and (Early) Cogni- tive Development, 8–13.

Amabile, T. M. 1983. The social psychology of creativity. Springer-Verlag, New York.

Amabile, T. M. 1999. Motivation and creativity. In: R.J. Sternberg (Editor), Handbook of creativity. Cambridge Uni- versity Press, Cambridge.

Cohen, L. 1989. A continuum of adaptive creative behav- iors. Creativity Research Journal 3.

Colton, S. 2008. Creativity versus the perception of cre- ativity in. In Proceedings of AAAI symposium on creative systems, 1420.

Crain, W. 2010. Theories of Development: Concepts and Applications. Pearson.

Jordanous, A. 2012. A standardised procedure for evalu- ating creative systems: Computational creativity evaluation based on what it is to be creative. Cognitive Computation 4:246–279.

Maher, M. L.; Merrick, K.; and Saunders, R. 2008. Achiev- ing creative behavior using curious learning agents. In AAAI Spring Symposium on Creative Intelligent Systems.

P ́erez y P ́erez, R., and Sharples, M. 2001. Mexica: A com- puter model of a cognitive account of creative writing. Jour- nal of Experimental and Theoretical Artificial Intelligence 13:2:119–139.

Piaget, J. 1952. The Origins of Intelligence in Children. London: Routledge and Kegan Paul, 1936 (French version published in 1936, translation by Margaret Cook published 1952).

Razik, T. 1976. Programming creative behaviour. British Journal of Education Technology 3:5–21.

Ritchie, G. 2007. Some empirical criteria for attributing creativity. Minds and Machines 17:67–99.

Runco, M., and Pritzker, S. 1999. Encyclopedia of Creativ- ity. Academic Press.

Runco, M. 2007. Creativity Theories and Themes: Re- search, Development,. Academic Press in an imprint of El- sevier.

Steels, L. 2014. Towards a theory of emergent functionality, from animals to animats. In First International Conference on Simulation of Adaptive Behaviour, 451–461. Bradford Books (MIT Press).

Stojanov, G. 2001. Petitag ́e: A case study in developmental robotics. In C. Balkenius, J. Zlatev,H. Kozima, K. Dauten- hahn, and C. Breazeal, editors, Proceedings of Epigenetic Robotics 1.


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