Systems That Learn
An Introduction to Learning Theory for Cognitive and Computer Scientists
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.
Bradford Books imprint
Systems That Learn is a book that has much to offer... Osherson, Stob, and Weinstein provide an interesting contrast to most of the learning work done either in psychology or artificial intelligence.
This is highly original and interesting research. Systems That Learn is an important addition to human knowledge and an incipient classic.
Steven Pinker, MIT