The Emergence of Social Learning in Artificial Societies

Aus de_evolutionary_art_org
Wechseln zu: Navigation, Suche


Reference

Annunziato, Mauro; Pierucci, Piero: The Emergence of Social Learning in Artificial Societies. In: EvoMUSART 2003, S. 467-478.

DOI

http://link.springer.com/10.1007/3-540-36605-9_43

Abstract

The most recent advances of artificial life research are opening up a new frontier: the creation of simulated life environments populated by autonomous agents. In several cases a new paradigm for learning is emerging: social learning as a form of self-organization of many individual learning. In this paper two different approaches are presented and discussed: genetic competition and partial emulation. Finally an example of application of these concepts.

Extended Abstract

Bibtex

@incollection{
year={2003},
isbn={978-3-540-00976-4},
booktitle={Applications of Evolutionary Computing},
volume={2611},
series={Lecture Notes in Computer Science},
editor={Cagnoni, Stefano and Johnson, ColinG. and Cardalda, JuanJ.Romero and Marchiori, Elena and Corne, DavidW. and Meyer, Jean-Arcady and Gottlieb, Jens and Middendorf, Martin and Guillot, Agnès and Raidl, GüntherR. and Hart, Emma},
doi={10.1007/3-540-36605-9_43},
title={The Emergence of Social Learning in Artificial Societies},
url={http://dx.doi.org/10.1007/3-540-36605-9_43 http://de.evo-art.org/index.php?title=The_Emergence_of_Social_Learning_in_Artificial_Societies },
publisher={Springer Berlin Heidelberg},
author={Annunziato, Mauro and Pierucci, Piero},
pages={467-478},
language={English}
}

Used References

Annunziato, M.: Emerging Structures in Artificial Societies, in Creative Application Lab CDROM, Siggraph, Los Angeles (CA). 1999. For Artificial Societies see also http://www.plancton.com.

Annunziato, M., Pierucci, P.: Relazioni Emergenti. Experimenting with Art of Emergence, Leonardo, Volume 35, Issue 2 (April 2002).

Annunziato, M.: Ed. of Special Iussue of YLEM Newsletters on Artificial Societies, Sept.–Oct. 2001. Articles of C. Sommerer, L. Mignonneau, K. Rinaldo, P. Pierucci, J. Prophet.

Annunziato, M., Pierucci, P.: Human-Artificial Ecosystems: searching for a language. In Proc. of Int. Conf. of Generative Art, Milan, Italy, Dec. 2002, http://www.generativeart.com.

Epstein J., Axtell, R.: Growing Artificial Societies, Brooking Institution Press, The MIT Press, 1996.

Lipson H., Pollack, J.: Evolving Creatures. In: Int. Conf. Alife VII, Portland (OR), 2000.

Langton, C.: Artificial Life. C. Langton Ed. Addison-Wesley. pp. 1–47, 1989.

Kaplan, F.: Semiotic schemata: selection units for linguistic cultural evolution. In: Int. Conf. Alife VII, Portland (OR), 2000.

Monod, J.: Chance and Necessity. New York: Knopf, 1971.

Parisi. D., Lecconi, F., Individual versus social survival strategies, Journal of Artificial Societies and Social Simulation vol. 1, no. 2, 1998.

Ray, T. S.: Evolution as Artist, in Art @ Science, C. Sommerer and L. Mignonneau. Eds., Springer-Verlag. 1998.

Rinaldo, K.: Autopoiesis, In: Int. Conf. Alife VII, Portland (OR), Workshop Artificial life in Art., 2000

Sims K.: Evolving Virtual Creatures, in Computer Graphics, Siggraph Conf. Proc., 1994.

Sommerer, C., Mignonneau, L.: A-Volve-an evolutionary artificial life environment. In: Artificial Life V. C. Langton and C. Shimohara Eds., MIT, pp. 167–175. 1997.

Sommerer, C., Mignonneau, L.: Art as a Living System, in Art @ Science, C. Sommerer and L. Mignonneau Eds., Springer-Verlag. 1998.

Tosa, N. et al.: Network neuro-baby with robotics hand, symbiosis of human and artifact, elsevir Science B.V, pp. 77–82. 1995

Terzopoulos, D., Rabie, T., Grzeszczuk, R.: Perception and Learning in Artificial Animals, in Proc. of Int. Conf. Artificial Life V, Nara, Japan, May 1996.

Yeager, L.: Computational Genetics, Physiology, Metabolism, Neural Systems, Learning, Vision, and Behaviour on PolyWorld: Life in a New Context, in C. Langton ed., Artificial Life III, 263–298, Addison-Wesley, 1994.


Links

Full Text

http://www.plancton.com/papers/evoart.pdf

intern file

Sonstige Links