Ask HN: Best books on AI?

Recommendations from 91 sampled comments out of 91 eligible comments. This page covers the sample, rather than the entire HN thread.

26 books

JamilD · Mar 18, 2017
Hofstader's Gödel, Escher, Bach is a classic too
cowpig · Mar 18, 2017
Godel, Escher Bach: an Eternal Golden Braid
radicality · Mar 18, 2017
starting with something like "AI: A modern approach" he a better start?
cowpig · Mar 18, 2017
AI: A Modern Approach (Russell, Norvig)
arihant · Mar 18, 2017
AI: A Modern Approach by Stuart Russell and Peter Norvig.
brogrammer2 · Mar 18, 2017
Though it is an academic book, Artificial Intelligence: A Modern Approach by Stuart Russell and Peter Norvig.
danielmorozoff · Mar 18, 2017
the first year PHD course book for good theory is Pattern Recognition and Machine Learning by Bishop
JamilD · Mar 18, 2017
Bishop's book is a great way to start getting into machine learning
JamilD · Mar 18, 2017
Bishop's Pattern Recognition and Machine Learning is a good start
krosaen · Mar 18, 2017
Bishop's Pattern Recognition and Machine Learning
andyczerwonka · Mar 18, 2017
I really appreciate the style of the Goodfellow book, it's very approachable.
cowpig · Mar 18, 2017
Deep Learning (Goodfellow, Bengio)
arihant · Mar 18, 2017
Deep Learning by Ian Goodfellow and Yoshua Bengio.
metaobject · Mar 18, 2017
PAIP is also very, very high on my list as well.
nabla9 · Mar 18, 2017
PAIP is one of most elegant and timeless books for both programming and old school AI.
abecedarius · Mar 18, 2017
PAIP is one of my favorite books ever
nextos · Mar 18, 2017
I love Paradigms of Artificial Intelligence by Peter Norvig
krosaen · Mar 18, 2017
Some on this thread have recommended Norvig's PAIP
kruhft · Mar 18, 2017
One of the best books on AI and Programming ever.
tatoalo · Mar 18, 2017
Superintelligence: Paths, Dangers, Strategies by Nick Bostrom
adastra · Mar 18, 2017
The book is interesting, but the level of detail he goes into in some of his speculation is completely unjustified.
curuinor · Mar 18, 2017
There is lots of content in this book but there is no practical technical content in this book. Interesting philosophy.
shoshin23 · Mar 18, 2017
Superintelligence by nick bostrom. It's a book that explores how superintelligence could emerge
krosaen · Mar 18, 2017
The Master Algorithm: made for a general audience, gives you a lay of the land
fapjacks · Mar 20, 2017
I've got a book called "Game Programming Patterns" by Robert Nystrom which goes into this. It's not advanced, but it's very good.
curuinor · Mar 18, 2017
It's a good book for learning about symbolic AI.
_xhok · Mar 18, 2017
Use the book by Sutton and Barto, the new edition:
deepnet · Mar 18, 2017
Sutton & Barto's Reinforment Learning
curuinor · Mar 18, 2017
This is really not the case for Sutton and Barto, "RL: An Introduction"
jumpCastle · Mar 19, 2017
Murphy's MLAPP provides additional useful material and is well written.