Artificial Intelligence: A Modern Approach (4th Ed)

This definitive textbook provides a comprehensive introduction to the theory and practice of artificial intelligence, serving as a standard reference for students and professionals. The fourth edition updates the field's core principles, covering a wide spectrum of topics from logical reasoning and search algorithms to machine learning, robotics, and natural language processing. The text balances rigorous mathematical foundations with practical implementation details, making it suitable for both academic study and professional application.

Written in a clear, authoritative, and pedagogical style, the book systematically builds complex concepts from first principles. It emphasizes the agent-based view of AI, framing intelligent behavior as the design of systems that perceive their environment and take actions to achieve goals. The authors integrate classical symbolic approaches with modern data-driven methods, offering a unified perspective on how different AI techniques complement one another. The volume is structured to facilitate deep understanding, with extensive exercises and case studies that connect theoretical models to real-world applications.

Description adapted from Open Library ↗.