Using Cognitive Models to Generate Data for Machine Learning Models : Naval Research Laboratory , June 8 , 2025
From the report: “This report describes a process to build computational cognitive models for supervisory control tasks, and then predict operator actions using statistical models. We found that deep networks performed quite well, but transformers performed exceptionally. The prediction can be used to facilitate operation actions or autonomously perform tasks for the operator.”
Authors - Trafton, J. Gregory, Anthony M. Harrison, Hiatt, Laura M.Subjects
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