Artificial Intelligence: Foundations of Computational Agents, 2/e (Hardcover)
暫譯: 人工智慧:計算代理的基礎,第二版(精裝本)

David L. Poole, Alan K. Mackworth

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商品描述

Artificial intelligence, including machine learning, has emerged as a transformational science and engineering discipline. Artificial Intelligence: Foundations of Computational Agents presents AI using a coherent framework to study the design of intelligent computational agents. By showing how the basic approaches fit into a multidimensional design space, readers learn the fundamentals without losing sight of the bigger picture. The new edition also features expanded coverage on machine learning material, as well as on the social and ethical consequences of AI and ML. The book balances theory and experiment, showing how to link them together, and develops the science of AI together with its engineering applications. Although structured as an undergraduate and graduate textbook, the book's straightforward, self-contained style will also appeal to an audience of professionals, researchers, and independent learners. The second edition is well-supported by strong pedagogical features and online resources to enhance student comprehension.

商品描述(中文翻譯)

人工智慧,包括機器學習,已成為一個變革性的科學與工程學科。《人工智慧:計算代理的基礎》以一個連貫的框架來呈現人工智慧,研究智能計算代理的設計。通過展示基本方法如何適應多維設計空間,讀者可以學習基礎知識而不失去整體視野。新版本還擴展了機器學習材料的涵蓋範圍,以及人工智慧和機器學習的社會與倫理後果。本書平衡了理論與實驗,展示了如何將二者聯繫起來,並發展人工智慧的科學及其工程應用。雖然本書的結構設計為本科生和研究生的教科書,但其簡單明瞭、自成一體的風格也將吸引專業人士、研究者和獨立學習者的讀者群。第二版擁有強大的教學特點和線上資源,以增強學生的理解能力。