Artificial Intelligence: Foundations of Computational Agents 3rd Edition

"Artificial Intelligence: Foundations of Computational Agents, 3rd Edition" by David L. Poole and Alan K. Mackworth offers a comprehensive introduction to the principles and methodologies of artificial intelligence (AI). The book focuses on the foundational concepts necessary to understand and build intelligent computational agents capable of problem-solving, reasoning, and learning. Covering key topics like knowledge representation, planning, decision-making, machine learning, and robotics, the authors blend theory with practical applications. Suitable for students and professionals, this updated edition reflects the latest advancements in AI, providing a balanced perspective on the subject's theoretical underpinnings and real-world implementations.

Keypoints:

1. Comprehensive Introduction to AI: Covers fundamental concepts and modern approaches to understanding and designing intelligent systems.

2. Focus on Computational Agents: Emphasizes the creation of agents that can perceive, reason, and act in complex environments.

3. Wide Range of Topics: Includes knowledge representation, logic, planning, decision-making under uncertainty, learning algorithms, and robotics.

4. Balanced Theoretical and Practical Content: Integrates rigorous theoretical foundations with examples of real-world AI applications.

5. Updates on Modern AI: Reflects recent developments in AI, ensuring readers are up to date with cutting-edge advancements.

6. Clear Explanations and Diagrams: Uses intuitive explanations, illustrations, and mathematical modeling to make complex concepts accessible.

7. Exercises and Case Studies: Offers practical exercises and case studies to help students apply their knowledge and reinforce learning.

8. Ideal for Students and Professionals: Suitable for undergraduate and graduate courses in AI, as well as self-study by practitioners.

9. Ethical Considerations in AI: Discusses the social and ethical implications of deploying intelligent systems in the real world.

10. Extensive Supporting Materials: Includes online resources such as slides, problem sets, and tutorials for instructors and learners.

Conclusion:

"Artificial Intelligence: Foundations of Computational Agents, 3rd Edition" is a pivotal resource for anyone seeking to understand the fundamentals of AI and its applications. With its balance of theoretical depth and practical relevance, the book is an excellent choice for students, educators, and professionals aiming to explore or advance in the field of artificial intelligence.

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Writer                 ✤          David L. Poole (Author), Alan K. Mackworth (Author)