Russel Stuart, Norvig Peter. Artificial Intelligence: A Modern Approach

4th Edition. — Pearson Education, Inc., 2021. — 1132 p. — ISBN-13: 978-0-13-461099-3.Artificial Intelligence: A Modern Approach (AIMA) is a university textbook on artificial intelligence, written by Stuart J. Russell and Peter Norvig. It was first published in 1995, and the fourth edition of the book was released on 28 April 2020.AIMA has been called "the most popular artificial intelligence textbook in the world", and is considered the standard text in the field of artificial intelligence. As of 2023, it was being used at over 1500 universities worldwide, and it has over 59,000 citations on Google Scholar.
AIMA is intended for an undergraduate audience but can also be used for graduate-level studies with the suggestion of adding some of the primary sources listed in the extensive bibliography.AIMA gives detailed information about the working of algorithms in AI. The book's chapters span from classical AI topics like searching algorithms and first-order logic, propositional logic, and probabilistic reasoning to advanced topics such as multi-agent systems, constraint satisfaction problems, optimization problems, artificial neural networks, deep learning, reinforcement learning, and computer vision.The authors provide a GitHub repository with implementations of various exercises and algorithms from the book in different programming languages. Programs in the book are presented in pseudo-code with implementations in Java, Python, Lisp, JavaScript, and Scala available online.