Chen R. Artificial Intelligence. An Introduction...2022 torrent

Textbook in PDF format

Artificial Intelligence: An Introduction for the Inquisitive Reader guides readers through the history and development of AI, from its early mathematical beginnings through to the exciting possibilities of its potential future applications. To make this journey as accessible as possible, the authors build their narrative around accounts of some of the more popular and well-known demonstrations of artificial intelligence including Deep Blue, AlphaGo and even Texas Hold'em, followed by their historical background, so that AI can be seen as a natural development of mathematics and computer science. As the book moves forward, more technical descriptions are presented at a pace that should be suitable for all levels of readers, gradually building a broad and reasonably deep understanding and appreciation for the basic mathematics, physics, and computer science that is rapidly developing artificial intelligence as it is today.
Features:
Only mathematical prerequisite is an elementary knowledge of calculus.
Accessible to anyone with an interest in AI and its mathematics and computer science.
Suitable as a supplementary reading for a course in AI or the History of Mathematics and Computer Science in regard to artificial intelligence.
Preface.
The Arrival of AI in the Human World.
The Artificial Intelligence Infrastructure.
From Top to Bottom.
Structure and Operation.
Progression.
Powers of Prediction.
Natural Language Processing.
The Robotworld.
Afterword.
About the Author.
Appendix: The Euler-Lagrange Equation.
Bibliography.
Index