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2016-12-30T20:18:10Z

‎Bibtex

Gubachelier: Die Seite wurde neu angelegt: „ == Reference == Simo Linkola, Tapio Takala and Hannu Toivonen: Novelty-Seeking Multi-Agent System. In: Computational Creativity 2016 ICCC 2016, 1-8 …“

2016-12-30T20:17:24Z

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== Reference ==
Simo Linkola, Tapio Takala and Hannu Toivonen: [[Novelty-Seeking Multi-Agent System]]. In: [[Computational Creativity 2016 ICCC 2016]], 1-8

== DOI ==

== Abstract ==
This paper considers novelty-seeking multi-agent systems
as a step towards more efficient generation of creative
artifacts. We describe a simple multi-agent architecture
where agents have limited resources and exercise
self-criticism, veto power and voting to collectively
regulate which artifacts are selected to the domain i.e.,
the cultural storage of the system. To overcome their individual
resource limitations, agents have a limited access
to the artifacts already in the domain which they
can use to guide their search for novel artifacts.
Creating geometric images called spirographs as a case
study, we show that novelty-seeking multi-agent systems
can be more productive in generating novel artifacts
than a single-agent or monolithic system. In particular,
veto power is in our case an effective collaborative
decision-making strategy for enhancing novelty of
domain artifacts, and self-criticism of agents can significantly
reduce the collaborative effort in decision making.

== Extended Abstract ==

== Bibtex ==
@inproceedings{
author = {Simo Linkola, Tapio Takala and Hannu Toivonen},
title = {Novelty-Seeking Multi-Agent System},
booktitle = {Proceedings of the Seventh International Conference on Computational Creativity},
series = {ICCC2016},
year = {2016},
month = {Jun-July},
location = {Paris, France},
pages = {1-7},
url = {http://www.computationalcreativity.net/iccc2016/wp-content/uploads/2016/01/Novelty-Seeking-Multi-Agent-Systems.pdf http://de.evo-art.org/index.php?title=Novelty-Seeking_Multi-Agent_System },
publisher = {Sony CSL Paris},
}

== Used References ==
Boden, M. 1992. The Creative Mind. London: Abacus.

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

Gabora, L., and Tseng, S. 2014. The social impact of selfregulated
creativity on the evolution of simple versus complex
creative ideas. In Proceedings of the Fifth International
Conference on Computational Creativity, 8–15. Ljubljana,
Slovenia: Josef Stefan Institute, Ljubljana, Slovenia.

Kohonen, T. 1995. Self-Organizing Map. Berlin: Springer.

Lehman, J., and Stanley, K. O. 2008. Exploiting openendedness
to solve problems through the search for novelty.

In Proceedings of the Eleventh International Conference on
Artificial Life (ALIFE XI), 329–336. Cambridge, MA: MIT
Press.

Saunders, R., and Bown, O. 2015. Computational social
creativity. Artificial Life 21(3):366–378.

Saunders, R., and Gero, J. S. 2001a. A curious design agent:
A computational model of novelty-seeking behaviour in design.
In Proceedings of the Sixth Conference on Computer
Aided Architectural Design Research in Asia (CAADRIA
2001), volume 1, 345–350. Sydney, Australia: CAADRIA.

Saunders, R., and Gero, J. S. 2001b. The digital clockwork
muse: A computational model of aesthetic evolution. In The
AISB’01 Symposium on AI and Creativity in Arts and Science,
SSAISB, 12–21. York, UK: AISB Press.

Shoham, Y., and Leyton-Brown, K. 2009. Multiagent Systems:
Algorithmic, Game-Theoretic, and Logical Foundations.
New York, NY, USA: Cambridge University Press.

Sosa, R., and Gero, J. S. 2005. Social models of creativity.
In Proceedings of the International Conference of Computational
and Cognitive Models of Creative Design VI, 19–44.

Heron Island, Australia: Key Centre of Design Computing
and Cognition, University of Sydney, Australia.

== Links ==
=== Full Text ===
http://www.computationalcreativity.net/iccc2016/wp-content/uploads/2016/01/Novelty-Seeking-Multi-Agent-Systems.pdf

[[intern file]]

=== Sonstige Links ===

@@ Zeile 37: / Zeile 37: @@
    month = {Jun-July},
    location = {Paris, France},
-   pages = {1-7},
+   pages = {1-8},
    url = {http://www.computationalcreativity.net/iccc2016/wp-content/uploads/2016/01/Novelty-Seeking-Multi-Agent-Systems.pdf  http://de.evo-art.org/index.php?title=Novelty-Seeking_Multi-Agent_System },
    publisher = {Sony CSL Paris},

Novelty-Seeking Multi-Agent System - Versionsgeschichte

Gubachelier: /* Bibtex */

Gubachelier: Die Seite wurde neu angelegt: „ == Reference == Simo Linkola, Tapio Takala and Hannu Toivonen: Novelty-Seeking Multi-Agent System. In: Computational Creativity 2016 ICCC 2016, 1-8 …“