Introduction to Artificial Intelligence

• Main Author: Ertel, Wolfgang (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Edition: 2nd ed. 2017.
• Series: Undergraduate Topics in Computer Science,
• Subjects: Computer science.; Artificial intelligence.; Computer Science.; Artificial Intelligence (incl. Robotics).

This accessible and engaging textbook presents a concise introduction to the exciting field of artificial intelligence (AI). The broad-ranging discussion covers the key subdisciplines within the field, describing practical algorithms and concrete applications in the areas of agents, logic, search, r...

Table of Contents:

• Introduction
• Propositional Logic
• First-order Predicate Logic
• Limitations of Logic
• Logic Programming with PROLOG
• Search, Games and Problem Solving
• Reasoning with Uncertainty
• Machine Learning and Data Mining
• Neural Networks
• Reinforcement Learning
• Solutions for the Exercises.