Artificial Intelligence: A Modern Approach, Global Edition

 

Artificial Intelligence: A Modern Approach, Global Edition

Artificial Intelligence: A Modern Approach (Global Edition) is one of the most widely used and influential textbooks in the field of AI. It’s often referred to simply as AIMA (after its initials). Here’s a quick overview of the key details:

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📘 Book Information

• Title: Artificial Intelligence: A Modern Approach (Global Edition)

• Authors: Stuart Russell and Peter Norvig

• Publisher: Pearson / Prentice Hall

• Latest Edition: 4th Edition (Global Edition, 2021)

• ISBN-13: 978-1292401133

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🧠 Overview

The book provides a comprehensive introduction to the theory and practice of artificial intelligence. It’s structured to cover both foundational concepts and advanced topics — suitable for university courses, researchers, and professionals.

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📚 Major Topics Covered

1. Intelligent Agents — foundations of AI and agent architectures

2. Problem Solving — search algorithms, heuristics, optimization

3. Knowledge and Reasoning — logic, planning, and probabilistic reasoning

4. Machine Learning — supervised, unsupervised, and reinforcement learning

5. Natural Language Processing — understanding and generation

6. Perception and Robotics — computer vision and motion planning

7. Philosophical Foundations — ethics, AI safety, and the future of AI

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🧩 Notable Features

• Unified approach to AI using agents as a central concept

• Emphasis on both theoretical foundations and practical applications

• Extensive exercises and pseudocode for algorithms

• Companion resources at the official site: aima.cs.berkeley.edu

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