About This Book
Artificial Intelligence: A Modern Approach is a comprehensive guide to the field of AI, offering both
theoretical and practical insights into the development of intelligent systems. The book emphasizes the
interdisciplinary nature of AI, combining computer science, mathematics, cognitive science, and
engineering to address complex problems. At the heart of the book is the exploration of intelligent
agents-systems that perceive their environment, make decisions, and act to achieve goals. These agents
are studied within frameworks such as problem-solving, knowledge representation, reasoning, learning,
and natural language processing. A strong focus is placed on algorithms and techniques, including
search algorithms, decision trees, and neural networks, which form the backbone of AI applications. The
book also delves into advanced topics like robotics, planning, and uncertainty management, illustrating
how AI systems handle real-world challenges. Ethical considerations are explored, highlighting issues
like fairness, transparency, and the societal implications of AI deployment. By balancing foundational
theories with practical applications, Artificial Intelligence: A Modern Approach equips readers with the
knowledge to understand and develop AI systems. It is an essential resource for students, researchers,
and professionals aiming to deepen their understanding of this transformative field and its potential to
reshape industries and society. Artificial Intelligence: A Modern Approach is a definitive resource that
explores the principles, algorithms, and applications of AI, blending theory and practice.
Contents: 1. Artificial Intelligence: Current Technological Landscape, 2. AI Intelligent Agents: Attributes
and Practical Applications, 3. Artificial Intelligence in Automated Trading, 4. Client-Server Systems and
Virtual Machine Integration, 5. Gradient Descent in Machine Learning, 6. Exploring Hierarchies of
Intelligence Analysis, 7. Challenges in Complex Knowledge Representation, 8. Machine Learning in
Robotics through Artificial Intelligence.
