Machine Learning in Programming by Demonstration: Lessons learned from CIMA
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چکیده
Programming-by-demonstration (PBD) systems learn tasks by watching the user perform them. CIMA1 is an interactive learning system for modeling the data selected and modified by a user as he or she undertakes a task. Part of a PBD system, CIMA is invoked when user actions are matched to find a common description of their “operands.” Although the system’s interfaces to users and applications are still too rough-hewn to permit field trials, its performance on recorded dialogs between users and a simulated agent meets the design goals established prior to its implementation.
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تاریخ انتشار 1996