Introduction to Artificial Intelligence

• Κύριος συγγραφέας: Ertel, Wolfgang (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Έκδοση: 2nd ed. 2017.
• Σειρά: Undergraduate Topics in Computer Science,
• Θέματα: 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...

Πίνακας περιεχομένων:

• 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.