Systems That Learn: An Introduction to Learning Theory for Cognitive and Computer Scientists (Mit Press Series in Learning, Development, and Conceptual Ch)

A mathematical framework for the study of learning in a variety of domains.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.