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Artificial Intelligence: Foundations of Computational Agents

Third edition now available - You can order a copy (and instructors can request an examination copy) from Cambridge University Press or your local bookstore or Amazon. - The full text is now freely available with stable links.

The clarity of the exposition and the ability to capture the intuition underlying complex concepts make this book compelling and appealing to a broad audience.-- Pascal Van Hentenryck - Georgia Institute of Technology This new edition offers an up-to-date account of AI, presenting the field in an accessible and unified manner. The third edition updates the content to cover the massive recent AI advances.-- Jesse Hoey - University of Waterloo Machine learning has undergone spectacular advances over the last few years, but to harvest the new capabilities one needs an engineering framework to build computational agents. From deep learning to causal reasoning, from Bayesian networks to knowledge graphs, from fundamental algorithms to effective heuristics, this book covers a wide range of important topics, each accompanied by a timely section on social impact.

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