Title :
Transitioning from motivated to cognitive agent model
Author :
Graham, James ; Starzyk, Janusz A.
Author_Institution :
Russ Coll. of Eng. & Technol., Ohio Univ., Athens, OH, USA
Abstract :
This paper reports on the transition from a reactive motivated agent model to a cognitive agent model based on motivated learning and goal creation. The paper details the current state of our research on the cognitive agent and its implementation in a virtual world environment. In particular, we show the virtual simulation and the agent´s decision making process as it transitions from a parallel to a sequential implementation, as well as several of the reasons for doing so. In addition, results of testing both models on the same simulated environment are compared. The results show that the new model performs more efficiently than the old one. Furthermore, our planned future work on cognitive agent is presented.
Keywords :
cognitive systems; learning (artificial intelligence); multi-agent systems; virtual reality; agent decision making process; cognitive agent model; goal creation; machine learning; motivated learning; reactive motivated agent model; virtual simulation; virtual world environment; Abstracts; Monitoring; Pain; Planning; Semantics; Switches; Visualization; attention switching; cognitive intelligence; motivated learning; semantic memory; sequential thought process;
Conference_Titel :
Computational Intelligence for Human-like Intelligence (CIHLI), 2013 IEEE Symposium on
Conference_Location :
Singapore
DOI :
10.1109/CIHLI.2013.6613259