<> "The repository administrator has not yet configured an RDF license."^^ . <> . . "Modelling Learning as Modelling"^^ . "Economists tend to represent learning as a procedure for estimating the parameters of the \"correct\" econometric model. We extend this approach by assuming that agents specify as well as estimate models. Learning thus takes the form of a dynamic process of developing models using an internal language of representation where expectations are formed by forecasting with the best current model. This introduces a distinction between the form and content of the internal models which is particularly relevant for boundedly rational agents. We propose a framework for such model development which use a combination of measures: the error with respect to past data, the complexity of the model, the cost of finding the model and a measure of the model's specificity The agent has to make various trade-offs between them. A utility learning agent is given as an example."^^ . "1994-11" . . . "29" . . "Cybernetics and Systems"^^ . . . . . . . . . . . "Scott"^^ . "Moss"^^ . "Scott Moss"^^ . . "Bruce"^^ . "Edmonds"^^ . "Bruce Edmonds"^^ . . . . . . "Modelling Learning as Modelling (Postscript)"^^ . . . . . . "learningUS.ps"^^ . . . "learningA4.ps"^^ . . . "Modelling Learning as Modelling (Image (PNG))"^^ . . . . . . "preview.png"^^ . . . "Modelling Learning as Modelling (PDF)"^^ . . . . . . . . . "learning.pdf"^^ . . . "Modelling Learning as Modelling (Indexer Terms)"^^ . . . . . . "indexcodes.txt"^^ . . "HTML Summary of #510 \n\nModelling Learning as Modelling\n\n" . "text/html" . . . "Artificial Intelligence" . . . "Machine Learning" . . . "Philosophy of Science" . . . "Social Psychology" . .