Artificial Intelligence: A Modern Approach, Third Edition by Stuart J. Russell and Peter Norvig provides a comprehensive introduction to the principles, techniques, and applications of artificial intelligence. The book begins with the foundations of AI and intelligent agents, explaining rational behavior, agent architectures, and different types of environments. It then covers problem solving and search, adversarial search, constraint satisfaction, knowledge representation, logical reasoning, planning, probabilistic reasoning, and decision making under uncertainty. Later chapters examine machine learning, neural networks, deep learning, reinforcement learning, natural language processing, computer vision, robotics, and multiagent systems. The book integrates classical and modern AI techniques, including heuristic search, probabilistic models, learning algorithms, and agent-based approaches, with numerous examples and exercises. It serves as a comprehensive textbook and reference for students, researchers, and practitioners in artificial intelligence.

Ngôn ngữ:	eng
Tác giả:	Russell, Stuart J., Norvig, Peter
Thông tin nhan đề:	Artificial intelligence: a modern approach
Nhà xuất bản:	Pearson
Loại hình:	Giáo trình sách, tham khảo / Bộ sưu tập: Công nghệ thông tin
Mô tả vật lý:	1132p.
Năm xuất bản:	2016