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Trainability: developing a responsive learning system

Published 9 August 2003
Steven Minton, Sorinel I. Ticrea, Jennifer Beach
Citations9

TL;DR

It is shown that developers must design the learning system to insure that the teacher can train the system without becoming frustrated, and how trainability considerations constrain the type of learning algorithm that can be employed in a practical AI application.

Abstract

In this paper, we describe the lessons we learned in developing AgentBuilder, a commercial system for rapidly creating agents that extract information from web sites.

Keywords

Computer Science