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Blondie24: Playing at the Edge of AI (The Morgan Kaufmann Series in Artificial Intelligence)

David B. Fogel · 6 HN comments
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Amazon Summary
Blondie24 tells the story of a computer that taught itself to play checkers far better than its creators ever could by using a program that emulated the basic principles of Darwinian evolution--random variation and natural selection-- to discover on its own how to excel at the game. Unlike Deep Blue, the celebrated chess machine that beat Garry Kasparov, the former world champion chess player, this evolutionary program didn't have access to strategies employed by human grand masters, or to databases of moves for the endgame moves, or to other human expertise about the game of chekers. With only the most rudimentary information programmed into its "brain," Blondie24 (the program's Internet username) created its own means of evaluating the complex, changing patterns of pieces that make up a checkers game by evolving artificial neural networks---mathematical models that loosely describe how a brain works. It's fitting that Blondie24 should appear in 2001, the year when we remember Arthur C. Clarke's prediction that one day we would succeed in creating a thinking machine. In this compelling narrative, David Fogel, author and co-creator of Blondie24, describes in convincing detail how evolutionary computation may help to bring us closer to Clarke's vision of HAL. Along the way, he gives readers an inside look into the fascinating history of AI and poses provocative questions about its future.
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Yes I read the book decades ago and it was indeed excellent. IIRC, the technical details are probably too light for the HN crowd, but it was the biographical stories that had interested me.

For an even shorter, and lighter, read on checkers engine, I recommend Blondie24[0].

[0] https://www.amazon.com/dp/1558607838

fffrrrr
This is really a riveting book. You don't need any interest in checks or computer science to enjoy it.
This is a fun book (published in 2001) about how a professor and his graduate assistant developed a world-class checkers-playing algorithm using neuroevolution:

https://en.wikipedia.org/wiki/Blondie24

https://www.amazon.com/Blondie24-Playing-Kaufmann-Artificial...

(Edit) One of the funniest parts I remember is that they had to leave it running on a Pentium III for like a month or something.

The Blondie24 book was published in 2002.

https://www.amazon.com/product-reviews/1558607838

People need to recognize that this is not a new idea. It may have been groundbreaking in the early 2000s, but Genetic Algorithms + Neural Nets are a relatively old strategy at this point.

Definitely read the book if you want a bit of a throwback. When cutting-edge AI research was about beating players on Yahoo-games Checkers with new techniques.

There's also Blondie24[0], which's got a pretty humorous backstory to its namesake.

[0] https://www.amazon.com/dp/1558607838/

mholmes680
can second this recommendation. good, quick reading.
This has been the norm since computers could play board games. I read Blondie24[0] about a year back about 2 guys who build a complicated neural network for a checkers program which teaches itself to play by playing against itself and is eventually entered into 'Human' tournaments. It's a really fast read even if you have no experience in AI.

There is also Deep Blue[1], which is famous for once defeating Garry Kasparov in a high profile match.

[0] http://www.amazon.com/Blondie24-Playing-Kaufmann-Artificial-... [1] http://en.wikipedia.org/wiki/Deep_Blue_%28chess_computer%29

DanBC2
Deep Blue was one computer against one human.

The comment you're replying to is suggesting teams with two members: Computer A and Human A VS Computer B and Human B.

Thanks for the link to the Blondie24 book!

The book Blondie24 is an interesting popular science style account of this type of AI.

http://www.amazon.com/Blondie24-Playing-Kaufmann-Artificial-...

They partially trained their checkers algorithm by playing it online against humans. The funny part was that they couldn't get many opponents until they changed their handle to Blondie24, then game requests came flooding in...

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