Adaptive Agent Models Using Temporal Discounting, Memory Traces and Hebbian Learning with Inhibition, and their Rationality
Jan Treur, Muhammad Umair, W. Ding · VU Research Portal · 2012
In this paper three adaptive agent models incorporating triggered emotional responses are explored and evaluated on their rationality. One of the models is based on temporal discounting second on memory traces and the third one on hebbian learning with mutual inhibition. The models are assessed using a measure reflecting the environment’s behaviour and expressing the extent of rationality. Simulation results and the extents of rationality of the different models over time are presented and analysed.