From reality to mind: a cognitive middle layer of environment concepts for believable agents

  • Authors:
  • Paul Hsueh-Min Chang;Kuang-Tai Chen;Yu-Hung Chien;Edward Kao;Von-Wun Soo

  • Affiliations:
  • Department of Computer Science;Department of Computer Science;Department of Computer Science;Institute of Information Systems and Applications, National Tsing-Hua University, Hsinchu, Taiwan;,Department of Computer Science

  • Venue:
  • E4MAS'04 Proceedings of the First international conference on Environments for Multi-Agent Systems
  • Year:
  • 2004

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Abstract

The environment is an important but overlooked piece in the construction of multiagent-based scenarios. Richness, believability and variety of scenarios are inseparable from the environment because every action and interaction of agents is based around the environment they are situated in. The prerequisite, however, is that agents must be able to understand the environment and capture its dynamic nature. This paper proposes a cognitive middle layer between agent minds and the environment. Aspects of the reality are mapped to concepts in the middle layer, through which agents can feel and reason about the real environment. The middle layer is modelled with a structured specification based on Web Ontology Language (OWL) to be extensible and reusable. Environmental concepts are integrated into the goal processing of agents to trigger intentions. This paper also reports our initial investigation about the design of a simulation system for multiple environment-aware agents and multiple users.