Learning Collaborative Tasks on Textual User Interfaces

Nate Blaylock, William de Beaumont, Lucian Galescu, Hyuckchul Jung, James F. Allen, George Ferguson, Mary D. Swift · 2010

A novel ‘play-by-play ’ based procedure learning sys-tem has been successfully applied to automate Web tasks. In the transition to a non-Web domain, for a sys-tem widely used at US military hospitals, we addressed new challenges by enabling the system to learn collabo-rative tasks and understand unstructured application en-vironment. This paper presents our approach and its promising evaluation results.

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