AAAI Conference 1988 Conference Paper
Some Philosophical Problems with Formal Learning Theory
- Jonathan Amsterdam
Recent work in formal learning theory has attempted to capture the essentials of the conceptlearning task in a formal framework. This paper evaluates the potential contributions of certain kinds of models to the study of learning by exploring the philosophical implications of these models. Some of my remarks bear on mainstream AI learning techniques such as version spaces and explanation-based learning.