Artificial intelligence: a modern approach. Volume 1. Solving problems: knowledge and reasoning. 4th edition. Norvig P., Russell S.

In the fourth, updated, revised and supplemented publication of this book, the field of artificial intelligence (AI) is studied and analyzed in all its vastness and depth. All modern achievements are presented here and ideas that have been formulated in studies conducted over the past fifty years, and have also been collected for two millennia in the areas of knowledge that have become an incentive for the development of AI as science. Previous publications of this book became classic samples of the literature on AI and were accepted as a training manual in more than 1,400 universities of 128 countries of the world, where they were highly appreciated as a convincing result of a generalization of the results achieved in this area of ​​science.

The book is supplemented by an extensive set of Internet resources, including exercises, software and research projects, the implementation of algorithms, as well as additional materials and links for students and teachers. What's new in the fourth edition. In the fourth edition, the reader will get acquainted with the latest technologies and concepts presented in a more unified form with a new or expanded coverage of such as machine learning, deep training, transfer training, multi -agent systems, robotics, processing of a natural language, problem of causality, probabilistic programming, and Also confidentiality, impartiality and security of AI.