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Using Cognitive Models to Generate Data for Machine Learning Models : Naval Research Laboratory , June 8 , 2025

June 8, 2025

Naval Research Laboratory

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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.

Authors

Trafton, J. Gregory, Anthony M. Harrison, Hiatt, Laura M.

Publishers

Naval Research Laboratory

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