Introduction to Artificial Intelligence

Dr. Wolfgang Ertel is a professor at the Institute for Artificial Intelligence at the Ravensburg-Weingarten University of Applied Sciences, Germany.

Introduction to Artificial Intelligence

Author: Wolfgang Ertel

Publisher: Springer

ISBN: 9783319584867

Page: 356

View: 346

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, reasoning under uncertainty, machine learning, neural networks, and reinforcement learning. Fully revised and updated, this much-anticipated second edition also includes new material on deep learning. Topics and features: presents an application-focused and hands-on approach to learning, with supplementary teaching resources provided at an associated website; contains numerous study exercises and solutions, highlighted examples, definitions, theorems, and illustrative cartoons; includes chapters on predicate logic, PROLOG, heuristic search, probabilistic reasoning, machine learning and data mining, neural networks and reinforcement learning; reports on developments in deep learning, including applications of neural networks to generate creative content such as text, music and art (NEW); examines performance evaluation of clustering algorithms, and presents two practical examples explaining Bayes’ theorem and its relevance in everyday life (NEW); discusses search algorithms, analyzing the cycle check, explaining route planning for car navigation systems, and introducing Monte Carlo Tree Search (NEW); includes a section in the introduction on AI and society, discussing the implications of AI on topics such as employment and transportation (NEW). Ideal for foundation courses or modules on AI, this easy-to-read textbook offers an excellent overview of the field for students of computer science and other technical disciplines, requiring no more than a high-school level of knowledge of mathematics to understand the material.

Related Books:

Introduction to Artificial Intelligence
Language: un
Pages: 356
Authors: Wolfgang Ertel
Categories: Computers
Type: BOOK - Published: 2018-01-29 - Publisher: Springer

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, reasoning under uncertainty, machine learning, neural networks, and reinforcement learning.
INTRODUCTION TO ARTIFICIAL INTELLIGENCE
Language: un
Pages: 440
Authors: RAJENDRA AKERKAR
Categories: Computers
Type: BOOK - Published: 2014-07-18 - Publisher: PHI Learning Pvt. Ltd.

This comprehensive text acquaints the readers with the important aspects of artificial intelligence (AI) and intelligent systems and guides them towards a better understanding of the subject. The text begins with a brief introduction to artificial intelligence, including application areas, its history and future, and programming. It then deals with
Introduction to Artificial Intelligence
Language: un
Pages: 321
Authors: Mariusz Flasiński
Categories: Computers
Type: BOOK - Published: 2016-08-31 - Publisher: Springer

In the chapters in Part I of this textbook the author introduces the fundamental ideas of artificial intelligence and computational intelligence. In Part II he explains key AI methods such as search, evolutionary computing, logic-based reasoning, knowledge representation, rule-based systems, pattern recognition, neural networks, and cognitive architectures. Finally, in Part
Introduction to Artificial Intelligence
Language: un
Pages: 701
Authors: Eugene Charniak, Drew McDermott, Drew V. McDermott
Categories: Computers
Type: BOOK - Published: 1985 - Publisher: Addison Wesley Publishing Company

Books about Introduction to Artificial Intelligence
An Introduction to Artificial Intelligence
Language: un
Pages: 146
Authors: Richard Bellman
Categories: Artificial intelligence
Type: BOOK - Published: 1978 - Publisher: Thomson Course Technology

Books about An Introduction to Artificial Intelligence