TY - JOUR
T1 - On Rationality of Decision Models Incorporating Emotion-Related Valuing and Hebbian Learning
AU - Treur, J.
AU - Umair, M.
N1 - Proceedings title: Proceedings of the 18th International Conference on Neural Information Processing, ICONIP'11, Part III
PY - 2011
Y1 - 2011
N2 - In this paper an adaptive decision model based on predictive loops through feeling states is analysed from the perspective of rationality. Four different variations of Hebbian learning are considered for different types of connections in the decision model. To assess the extent of rationality, a measure is introduced reflecting the environment's behaviour. Simulation results and the extents of rationality of the different models over time are presented and analysed. © 2011 Springer-Verlag.
AB - In this paper an adaptive decision model based on predictive loops through feeling states is analysed from the perspective of rationality. Four different variations of Hebbian learning are considered for different types of connections in the decision model. To assess the extent of rationality, a measure is introduced reflecting the environment's behaviour. Simulation results and the extents of rationality of the different models over time are presented and analysed. © 2011 Springer-Verlag.
UR - https://www.scopus.com/pages/publications/81855180623
UR - https://www.scopus.com/inward/citedby.url?scp=81855180623&partnerID=8YFLogxK
U2 - 10.1007/978-3-642-24965-5_24
DO - 10.1007/978-3-642-24965-5_24
M3 - Article
SN - 0302-9743
VL - 7064
SP - 217
EP - 229
JO - Lecture Notes in Computer Science
JF - Lecture Notes in Computer Science
T2 - 18th International Conference on Neural Information Processing, ICONIP'11, Part III
Y2 - 1 January 2011 through 1 January 2011
ER -
