《人工智能范型》封面

人工智能范型

Paradigms of Artificial Intelligence

Peter Norvig · 初版 1992 年

63人推荐
108位读者提及
169次提及

为什么值得读

  • 践行通过阅读优质代码而非仅动笔写来学习的理念
  • 比大部头理论书更注重实用算法案例的实操落地
  • 蕴含超越时代且经受时间考验的历久弥新设计思想

Hacker News 上怎么说

  • ……《计算理论导引》- Sisper、《信息论、推理与学习算法》- MacKay、《现代操作系统》- Tanenbaum、《On Lisp》- Graham、《黑客与画家》- Graham、《人工智能编程范式》- Norvig、《模式识别与机器学习》- Bishop、《Java语言规范》- Gosling、Joy、Steele、《学习Python》- Lutz & Ascher、《Erlang程序设计》- Armstrong、《Ruby程序设计》-……

    …Introduction to the Theory of Computation - Sisper Information Theory, Inference, and Learning Algorithms - MacKay Modern Operating Systems - Tanenbaum On Lisp - Graham Hackers & Painters - Graham Paradigms of Artificial Intelligence - Norvig Pattern Recognition and Machine Learning - Bishop The Java Language Specification - Gosling, Joy, Steele Learning Python - Lutz & Ascher Programming Erlang - Armstrong Programming Ruby -…

  • 相比 AIMA,我更喜欢 Peter Norvig 写的《人工智能编程范式》(Paradigms of Artificial Intelligence),我觉得 AIMA 实在太像百科全书、太浮于表面了。虽然有人会说它过时了,但我认为它提出了很多永不过时的理念,稍微……很快就会重新流行起来。

    I love Paradigms of Artificial Intelligence by Peter Norvig much more than AIMA, which I found excessively encyclopedic and shallow. While some will argue it is dated, I think it presents many timeless ideas that will get in vogue soon with little…

  • 给还不知情的人科普一下,Norvig 是《人工智能编程范式》(Paradigms of Artificial Intelligence Programming)的作者。这本书是对计算机科学教育文献领域的一大实质性贡献,还推动了“学习不仅要写、更要读代码”这一理念的普及。它也是……

    For anyone not in the loop, Norvig was the author of Paradigms of Artificial Intelligence Programming. This was a substantial contribution to the field of educational computer science literature, and helped to kickstart the idea that the way to learn is to read, not just write. It's also…

  • Peter Norvig 写的《人工智能编程范式:Common Lisp 案例研究》(Paradigms of Artificial Intelligence Programming: Case Studies in Common Lisp)也非常棒。

    "Paradigms of Artificial Intelligence Programming: Case Studies in Common Lisp" by Peter Norvig is also excellent.

  • 是啊,那绝对是一本讲机器学习实用的好书(但严格来说并不算正统的 AI)。如果想找一本关于 AI 本身的实用书籍,Norvig 的《人工智能编程范式》(http://norvig.com/paip.html )是本神书,而且很适合作为 Norvig 和 Russell 那本更偏理论的书的绝佳补充。

    Yeah, that's definitely a nice, practical book for machine learning stuff (but not really AI proper). For a practical book on AI itself, Norvig's Paradigms of Artificial Intelligence Programming: http://norvig.com/paip.html is a great book, and a nice complement to Norvig and Russell, which is somewhat more theory-oriented.

  • 嗯……我自己心里难忘的编程书单大概是这样的(排名不分先后):1.《人月神话》,Brooks 2.《人件》,DeMarco 和 Lister 3.《人工智能编程范式》,Norvig 4.《C程序设计语言》,Kernighan 和 Ritchie 5.《The Ruby Way》,Fulton。我很纠结要不要把《程序员修炼之道》放进去,最后我决定……

    Hmmm... my own list of memorable programming books would look like (in no specific order): 1. The Mythical Man Month, Brooks 2. Peopleware, DeMarco and Lister 3. Paradigms of Artificial Intelligence Programming, Norvig 4. The C Programming Language, Kernighan and Ritchie 5. The Ruby Way, Fulton I had a hard time deciding whether or not to include the Pragmatic Programmer, in the end I decided…

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