Curious agents and situated design evaluations
Inhaltsverzeichnis
Reference
Rob Saunders, John Gero: Curious agents and situated design evaluations. AI EDAM: Artificial Intelligence for Engineering Design, Analysis and Manufacturing. 2004, 18, 2, 153-161.
DOI
Abstract
This paper presents a possible future direction for agent- based simulation using complex agents that can learn from experience and report their individual evaluations. Adding learning to the agent model permits the simulation of potentially important agent behaviour such as curiosity. The agents can then report evaluations of a design that are situated in their individual experience. The paper describes the architecture of curious agents used in the situated evaluation of designs. It then describes an example of the application of such curious agents in the evaluation of the curating of an exhibition in an art gallery.
Extended Abstract
Bibtex
Used References
Berlyne, DE (1960) Conflict, Arousal and Curiosity, McGraw-Hill, New York.
Helbing, D and Molnár, P (1995) Social force model for pedestrian dynamics, Physical Review E, 51: 4282-4286.
Helbing, D and Molnár, P (1997) Self-organization phenomena in pedestrian crowds, in F. Schweitzer (ed.) Self-Organization of Complex Structures: From Individual to Collective Dynamics, Gordon and Breach, London, pp. 569-577.
Kohonen, T (1995) Self-Organizing Maps, Springer–Verlag, Berlin.
Reynolds, CW (1987) Flocks, herds, and schools: A distributed behavioural model, Computer Graphics, 21(4), 25-34.
Saunders, R and Gero, JS (2001a) Designing for interest and novelty: Motivating design agents, in B de Vries, J van Leeuwen and H Achten (eds), CAADFutures 2001, Kluwer, Dordrecht, pp.725-738.
Saunders, R and Gero, JS (2001b) Artificial creativity: A synthetic approach to the study of creative behaviour, in JS Gero (ed.), Proceedings of the Fifth Conference on Computational and Cognitive Models of Creative Design, Key Centre of Design Computing and Cognition.
Schmidhuber, J (1991) Curious model-building control systems, Proceedings of the International Joint Conference on Neural Networks, Singapore, IEEE, volume 2, pp. 1458-1463.
Schmidhuber, J (1997) What's interesting? Technical Report TR-35-97, IDSIA, Lugano, Switzerland.
Links
Full Text
http://cs.gmu.edu/~jgero/publications/2004/04SaundersGeroAIEDAM.pdf
