Title :
Extending the Jadex Framework with Coherence-Driven Adaptive Agent Decision-Making Model
Author :
Isci, Serkan ; Topcu, Okan ; Yilmaz, Levent
Author_Institution :
Inst. of Naval Sci. & Eng., Turkish Naval Acad., Istanbul, Turkey
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.
Keywords :
Java; decision making; inference mechanisms; software agents; BDI architecture; DeCoAgent; Jadex framework; Java agent development environment; belief-desire-intention architecture; coherence-driven adaptive agent decision-making model; coherence-driven adaptive decision making architecture; deliberative coherence driven agent; unmanned surface vehicles; Adaptation models; Coherence; Computational modeling; Computer architecture; Context; Decision making; Vehicles; Jadex; adaptive decision making; deliberative coherence; deliberative coherence driven agent; goal deliberation;
Conference_Titel :
Web Intelligence (WI) and Intelligent Agent Technologies (IAT), 2014 IEEE/WIC/ACM International Joint Conferences on
Conference_Location :
Warsaw
DOI :
10.1109/WI-IAT.2014.149