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Author by : Wolfgang Ertel Languange Used : en Release Date : 2018-01-18 Publisher by : Springer ISBN : 9783319584874 File Size : 47,8 Mb Total Download : 442
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 supplem
Author by : Mariusz Flasiński Languange Used : en Release Date : 2016-08-31 Publisher by : Springer ISBN : 9783319400228 File Size : 47,8 Mb Total Download : 897
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 III, he expands the context to discuss theories of intelligence in philosophy and psychology, key applications of AI systems, and the likely future of artificial intelligence. A key feature of the author's approach is histo
Author by : Janet Finlay Languange Used : en Release Date : 1996-06-27 Publisher by : CRC Press ISBN : 1857283996 File Size : 50,6 Mb Total Download : 414
An authoritative and accessible one-stop resource, An Introduction to Artificial Intelligence presents the first full examination of AI. Designed to provide an understanding of the foundations of artificial intelligence, it examines the central computational techniques employed by AI, including knowledge representation, search, reasoning, and learning, as well as the principal application domains of expert systems, natural language, vision, robotics, software agents and cognitive modeling. Many of the major philosophical and ethical issues of AI are also introduced. Throughout the volume, the
Author by : Philip C. Jackson Languange Used : en Release Date : 2013-02-19 Publisher by : Courier Corporation ISBN : 9780486152721 File Size : 42,6 Mb Total Download : 999
Comprehensive survey of artificial intelligence — the study of how computers can be made to act intelligently. Includes introductory and advanced material. Extensive notes updating the main text. 132 illustrations.