Systems That Learn: An Introduction to Learning Theory for Cognitive and Computer Scientists
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TL;DR
Systems That Learn presents a mathematical framework for the study of learning in a variety of domains that provides the basic concepts and techniques of learning theory as well as a comprehensive account of what is currently known about a range of learning paradigms.
Abstract
Systems That Learn presents a mathematical framework for the study of learning in a variety of domains. It provides the basic concepts and techniques of learning theory as well as a comprehensive account of what is currently known about a variety of learning paradigms.Daniel N. Osherson and Scott Weinstein are at MIT, and Michael Stob at Calvin College.