The ability to learn from experience is a fundamental requirement for intelligence. One of the most basic characteristics of human intelligence is that people can learn from problem solving, so that they become more adept at solving problems in a given domain as they gain experience. This book investigates how computers may be programmed so that they too can learn from experience. Specifically, the aim is to take a very general, but inefficient, problem solving system and train it on a set of problems from a given domain, so that it can transform itself into a specialized, efficient problem solver for that domain. on a knowledge-intensive Recently there has been considerable progress made learning approach, explanation-based learning (EBL), that brings us closer to this possibility. As demonstrated in this book, EBL can be used to analyze a problem solving episode in order to acquire control knowledge. Control knowledge guides the problem solver's search by indicating the best alternatives to pursue at each choice point. An EBL system can produce domain specific control knowledge by explaining why the choices made during a problem solving episode were, or were not, appropriate.
Here's my promise to you. Everything you read in these pages is my true lived experience. I'm sharing my life with you so you will be able to see what I see, know what I know, and understand what I believe. I guarantee you that, at some points along the way, you will reject my words. You'll reject what I say out of hand. I know you will. I know that my story seems crazy. I won't blame you if you don't want to listen, or if, even when you listen, you don't believe me. My words are tough words. My story is really strange. My life is like something out of a science fiction movie, only stranger even than that.
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