Demonstrational Techniques for Instructible User Interface Agents

Henry Lieberman

I will illustrate the role of demonstrational techniques with my work on Mondrian, an instructible agent for a MacDraw-style graphical editor. The learning method is an incremental form of explanation-based generalization. This work will be demonstrated live [equipment permitting]. More generally, I will also discuss issues in building instructible agents, and the role of user interface issues in machine learning.

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