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Artificial Intelligence
David L. PooleAlan K. Mackworth
其他書名
Foundations of Computational Agents
出版Cambridge University Press, 2023-07-13
主題Computers / Artificial Intelligence / Natural Language ProcessingComputers / Artificial Intelligence / General
ISBN10092582149781009258210
URLhttp://books.google.com.hk/books?id=UyrNEAAAQBAJ&hl=&source=gbs_api
EBookSAMPLE
註釋Fully revised and updated, this third edition includes three new chapters on neural networks and deep learning including generative AI, causality, and the social, ethical and regulatory impacts of artificial intelligence. All parts have been updated with the methods that have been proven to work. The book's novel agent design space provides a coherent framework for learning, reasoning and decision making. Numerous realistic applications and examples facilitate student understanding. Every concept or algorithm is presented in pseudocode and open source AIPython code, enabling students to experiment with and build on the implementations. Five larger case studies are developed throughout the book and connect the design approaches to the applications. Each chapter now has a social impact section, enabling students to understand the impact of the various techniques as they learn them. An invaluable teaching package for undergraduate and graduate AI courses, this comprehensive textbook is accompanied by lecture slides, solutions, and code.