Extending the Jadex Framework with Coherence-Driven Adaptive Agent Decision-Making Model

Isci S., Topcu O., Yilmaz L.

IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (WI-IAT), Warszawa, Poland, 11 - 14 August 2014, pp.48-55, (Full Text) identifier identifier

  • Publication Type: Conference Paper / Full Text
  • Doi Number: 10.1109/wi-iat.2014.149
  • City: Warszawa
  • Country: Poland
  • Page Numbers: pp.48-55
  • Keywords: adaptive decision making, deliberative coherence, deliberative coherence driven agent, Jadex, goal deliberation
  • Middle East Technical University Northern Cyprus Campus Affiliated: No

Abstract

Decision making involves selection of a choice among alternatives. Making the right decision can be interpreted as choosing the more coherent alternative. In the context of adaptive decision making, Thagard's deliberative coherence model provides a computational model for which one is more coherent. This article presents the implementation and the integration of coherence-driven adaptive decision making architecture into a concrete BDI architecture. The decision-making architecture is illustrated using a scenario involving Unmanned Surface Vehicles engaged in a patrol mission.