A Multiagent System to Model Human Action Based on the Concept of Affordance
Zoubida Afoutni, Rémy Courdier, François Guerrin
2014
Abstract
This paper presents a model to represent situated action in farming systems. The basic idea is to invert the classical vision of action that stipulates that action is a consequence of a decision process and a plan. We consider action as mainly dictated by a situation created by the interaction of the actor and his/her environment. Hence, action is a process that emerges from this situation. Thus, in this paper we treat the question of how to model action as an emergence process from the situations created by actors and their environment? For this, our model is based on multiagent system as well as on the affordance, emergence and stigmergy concepts (this paper emphasizes mainly the first two).
References
- Afoutni, Z. (2012). Modelling situated action based on affordances and stigmergy. In IEEE Sixth International Conference on Self-Adaptive and Self-Organizing Systems, pages 175-180.
- Afoutni, Z., Martin-Clouaire, R., Courdier, R., and Guerrin, F. (2010). Coordination of activities: application of some concepts and formalizations to agricultural systems simulation. In International Conference on Modeling and Applied Simulation, pages 25-31.
- AnyLogic (2010). http://www.anylogic.com.
- Chemero, A. (2003). An Outline of a Theory of Affordances. Ecological Psychology, 15(2):181-195.
- David, D. and Courdier, R. (2009). See emergence as a metaknowledge - A way to reify emergent phenomena in multiagent simulations? In International Conference on Agents and Artificial Intelligence, pages 564- 569.
- Gibson, J. (1986). The Ecological Approach to Visual Perception, Resources for Ecological Psychology. Lawrence Erlbaum and Associates, New Jersey.
- Guerrin, F. (2009). Dynamic simulation of action at operations level. Autonomous Agents and Multiagents Systems, 18(1):156-185.
- Koffka, K. (1935). Principles of Gestalt psychology. Harcourt, Brace and Company, NewYork.
- Luyat, M. and Regia-Corte, T. (2009). Les affordances: de James Jerome Gibson aux formalisations récentes du concept. Année psychologique, 109(2):297-332.
- Stoffregen, T. (2003). Affordances as properties of the animal environment system. Ecological Psychology, 15(2):115-134.
- Suchman, L. (1987). Plans and situated actions: The problem of human-machine communication. Cambridge University Press, Cambridge, MA, USA.
- Weyns, D., Omicini, A., and Odell, J. (2007). Environment as a first class abstraction in multiagent systems. Autonomous Agents and Multi-Agent Systems, 14(1):5- 30.
- Wolf, T. D. and Holvoet, T. (2005). Emergence versus self-organisation: Different concepts but promising when combined. Engineering self-organising systems, pages 1-15.
Paper Citation
in Harvard Style
Afoutni Z., Courdier R. and Guerrin F. (2014). A Multiagent System to Model Human Action Based on the Concept of Affordance . In Proceedings of the 4th International Conference on Simulation and Modeling Methodologies, Technologies and Applications - Volume 1: SIMULTECH, ISBN 978-989-758-038-3, pages 644-651. DOI: 10.5220/0005141606440651
in Bibtex Style
@conference{simultech14,
author={Zoubida Afoutni and Rémy Courdier and François Guerrin},
title={A Multiagent System to Model Human Action Based on the Concept of Affordance},
booktitle={Proceedings of the 4th International Conference on Simulation and Modeling Methodologies, Technologies and Applications - Volume 1: SIMULTECH,},
year={2014},
pages={644-651},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005141606440651},
isbn={978-989-758-038-3},
}
in EndNote Style
TY - CONF
JO - Proceedings of the 4th International Conference on Simulation and Modeling Methodologies, Technologies and Applications - Volume 1: SIMULTECH,
TI - A Multiagent System to Model Human Action Based on the Concept of Affordance
SN - 978-989-758-038-3
AU - Afoutni Z.
AU - Courdier R.
AU - Guerrin F.
PY - 2014
SP - 644
EP - 651
DO - 10.5220/0005141606440651