June 09, 2026

Artificial Intelligence: A Modern Approach (Prentice Hall Series in Artificial Intelligence)

12 minutes

Define artificial intelligence through the unifying theme of intelligent agents, which are systems designed to perceive their environments and take actions that maximize their chances of success. By exploring the field’s philosophical, mathematical, and scientific foundations, the text traces how AI evolved from ancient logic and 20th-century computing into a diverse discipline. It highlights significant technical advancements since the previous edition, such as improvements in machine learning, probabilistic reasoning, and robotics. Additionally, the material provides a historical timeline of the field, starting from its formal birth at the Dartmouth workshop in 1956 to its modern applications in speech recognition and autonomous vehicles. Ultimately, the source serves as a comprehensive guide for students to understand the theoretical frameworks and practical algorithms required to build sophisticated, rational artifacts.

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