Automated Model Generation (AMG) algorithms are an important technique for creating Artificial Neural Network (ANN) models in microwave design automation. AMG integrates all the subtasks in ANN ...

We propose a novel framework based on Adaptive Control of Thought-Rational (ACT-R) principles and Instance-based Learning (IBL), which enables agents to dynamically adapt their behavior using ...

KNN, an instance-based learning algorithm, is evaluated against ANN, a model-based learning approach, in terms of both training and prediction phases. Since, these two are feature based learners, 5 ...