Artificial Intelligence: Foundations of Computational Agents (2010) 1st Edition
Artificial Intelligence: Foundations of Computational Agents (2010) 1st Edition is a comprehensive guide to the fundamentals of artificial intelligence and its practical applications in the field of computational agents. The book is authored by David Poole and Alan Mackworth, two renowned experts in the field of AI, and is an essential read for anyone interested in the subject.
The first edition of the book was published in 2010, and it quickly became a seminal text in the field of artificial intelligence. The authors provide a thorough overview of the basic concepts and principles of AI, from the mathematical and logical foundations of AI to the practical applications of the technology in areas such as robotics, natural language processing, and machine learning.
One of the key features of this book is its emphasis on the role of computational agents in artificial intelligence. The authors define computational agents as “a computer program that is capable of autonomous action in some environment.” They provide a detailed discussion of the different types of agents, including reactive agents, deliberative agents, and hybrid agents, and explain how they are used in various AI applications.
The book also covers important topics such as knowledge representation, reasoning, planning, and learning. The authors provide a clear and concise explanation of each topic, making it easy for readers to understand even the most complex concepts.
In addition to the theoretical aspects of AI, the book also covers practical applications of the technology, such as natural language processing, computer vision, and robotics. The authors provide examples of real-world applications and discuss the challenges and limitations of AI in these areas.
Overall, Artificial Intelligence: Foundations of Computational Agents (2010) 1st Edition is an essential resource for anyone interested in the field of AI. The book provides a comprehensive overview of the fundamental concepts and principles of AI and its practical applications in the real world. With its clear and concise explanations and real-world examples, this book is an excellent introduction to the exciting and rapidly evolving field of artificial intelligence.