Introduction to Artificial Intelligence

• Main Author: Ertel, Wolfgang (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: London : Springer London, 2011.
• Series: Undergraduate Topics in Computer Science,
• Subjects: Computer science.; Artificial intelligence.; Computer Science.; Artificial Intelligence (incl. Robotics).

The ultimate aim of artificial intelligence (A.I.) is to understand intelligence and to build intelligent software and robots that come close to the performance of humans. On their way towards this goal, A.I. researchers have developed a number of quite different subdisciplines. This concise and acc...

Table of Contents:

• Introduction
• 1: Propositional Logic
• 2: First-order Predicate Logic
• 3: Limitations of Logic
• 4: Logic Programming with PROLOG
• 5: Search, Games and Problem Solving
• 6: Reasoning with Uncertainty
• 7: Machine Learning and Data Mining
• 8: Neural Networks
• 9: Reinforcement Learning
• 10: Solutions for the Exercises.