
人工智能的探索:思想与成就的历史
The Quest for Artificial Intelligence a history of ideas and achievements
Nils J. Nilsson · 初版 2010 年
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人工智能(AI)是计算机科学的一个分支领域,致力于将更强大的智能构建到计算机系统中。本书追溯了该学科的发展历程,从18世纪(及更早时期)先驱者的早期梦想,到如今 AI 工程师取得的更为丰硕的成果。AI 正在日益融入每个人的生活。这项技术已经被嵌入到人脸识别摄像头、语音识别软件、互联网搜索引擎和医疗护理机器人等诸多应用中。书中丰富的图表和通俗易懂的 AI 程序描述
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Nils Nilsson 写的《人工智能的探索:思想与成就的历史》(The Quest for Artificial Intelligence: A History of Ideas and Achievements)对 AI 研究的历史进行了非常精彩的梳理。了解以前尝试过哪些方法,能让你明白这个领域为什么会发展成今天这个样子。……
The Quest for Artificial Intelligence: A History of Ideas and Achievements by Nils Nilsson Gives a great run through of the history of AI research. Understanding the approaches that have been tried before gives you a sense of why the state of the field is what it is today.…
《人工智能的探索:思想与成就的历史》(The Quest for Artificial Intelligence: A History of Ideas and Achievements),Nils J. Nilsson 著。这是对该领域发展史的极佳概览(涵盖到 SVM,深度神经网络兴起之前)。我觉得用它来把各种不同流派的方法串联起来理解特别管用。
The Quest for Artificial Intelligence: A History of Ideas and Achievements Nils J. Nilsson This is a good overview of the history of the field (up to SVMs and before deep NNs). I found this useful for putting all the different approaches into context.
其中一部分在这里有介绍:https://ai.stanford.edu/~nilsson/QAI/qai.pdf (人工智能的探索:思想与成就的历史)
Some of it is described here: https://ai.stanford.edu/~nilsson/QAI/qai.pdf (THE QUEST FOR ARTIFICIAL INTELLIGENCE - A HISTORY OF IDEAS AND ACHIEVEMENTS)
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