Controlling non-normative behaviors by anticipation for autonomous agents

  • Authors:
  • Arnaud Doniec;René Mandiau;Sylvain Piechowiak;Stéphane Espié

  • Affiliations:
  • (Correspd. E-mail: doniec@ensm-douai.fr) Ecole des Mines de Douai, Dep IA, 941 rue Charles Bourseul, BP 838, 59508 Douai Cedex, France;LAMIH UMR CNRS 8530, University of Valenciennes, 59313, Valenciennes, France;LAMIH UMR CNRS 8530, University of Valenciennes, 59313, Valenciennes, France;INRETS, 2 avenue du Général Malleret-Joinville, 94114 Arcueil, France

  • Venue:
  • Web Intelligence and Agent Systems
  • Year:
  • 2008

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Abstract

One of the crucial issues in multi-agent systems is the coordination of agents' actions. A simple way to coordinate the agents is to define norms in the system. Most of the research related to norms and multi-agent systems focuses on designing normative agents to ensure a social order inside the system. To achieve this goal, these studies make the assumption that non-normative behavior must be controlled using sanction mechanisms. This paper discusses the relevance of this assumption in certain specific contexts, and presents an alternative for controlling non-normative behavior, thus ensuring the social order. To illustrate our proposal, we introduce a concrete application involving traffic simulation at a road junction. Based on the statistical traffic results, we show how our approach helps to improve the realism of the simulation.