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FYI Evolutionary Algorithms have been an active area of research for decades.[1] Among the many uses, they have been applied to ‘evolving’ neural networks. Fa

FYI Evolutionary Algorithms have been an active area of research for decades.[1] Among the many uses, they have been applied to ‘evolving’ neural networks. Famously a guy whose name I can’t remember used to generate programs and mutations of programs. My recommendation if you want to get into AI: avoid anything written in the last 10 years and explore some classics from the 70s [1] https://en.m.wikipedia.org/wiki/Evolutionary_algorithm https://en.m.wikipedia.org/wiki/Evolutionary_algorithm

EvanAnderson 2y ago
I'm sure it's not who you're thinking of, but I can't miss an opportunity to mention Tom Ray and Tierra: https://tomray.me/tierra/whatis.html https://tomray.me/tierra/whatis.html
fancy_pantser 2y ago
Perhaps it was John Koza? http://www.genetic-programming.com/johnkoza.html http://www.genetic-programming.com/johnkoza.html
dstrbtd_evolute 2y ago
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blixt 2y ago
A friend of mine made this in-browser neural network engine that could run millions of multi-layer NNs in a simulated world at hundreds of updates per second and each network could reproduce and evolve. It worked in the sense that the networks exhibited useful and varied behaviors. However, it was clear that larger networks were needed for more complex behaviors and evolution just starts to take a lot longer. https://youtu.be/-1s3Re49jfE?si=_G8pEVFoSb2J4vgS https://youtu.be/-1s3Re49jfE?si=_G8pEVFoSb2J4vgS
petargyurov 2y ago
> avoid anything written in the last 10 years Why?
- exe34 2y ago
  presumably because it's saturated with a monoculture, and the hope (rightly or wrongly), some of the other roads might lead to some alternative breakthrough.
PinkMilkshake 2y ago
In the Creatures artificial life / virtual pet series, the creatures have about 900 (maybe more in later versions) or so neurons. Each neuron is a little virtual machine that is designed in such a way that programs remain valid even with random mutation.
mandibeet 2y ago
Your recommendation to explore the classics is a good one. You can gain a deeper appreciation by studying these foundational works
JoeDaDude 2y ago
There is the case of Blondie24, an evolutionary neural net, or genetic algorithm, which was able to develop a very strong checkers-playing capability by self-play with no human instruction. It was later extended to paly other games. https://en.wikipedia.org/wiki/Blondie24 https://en.wikipedia.org/wiki/Blondie24
northernman 2y ago
I read this book: <https://books.google.ca/books/about/Artificial_Intelligence_Through_Simulate.html?id=QMLaAAAAMAAJ> in 1972. It was published in 1966.

EvanAnderson 2y ago

I'm sure it's not who you're thinking of, but I can't miss an opportunity to mention Tom Ray and Tierra: https://tomray.me/tierra/whatis.html https://tomray.me/tierra/whatis.html

fancy_pantser 2y ago

Perhaps it was John Koza? http://www.genetic-programming.com/johnkoza.html http://www.genetic-programming.com/johnkoza.html

dstrbtd_evolute 2y ago

[dead]

blixt 2y ago

A friend of mine made this in-browser neural network engine that could run millions of multi-layer NNs in a simulated world at hundreds of updates per second and each network could reproduce and evolve. It worked in the sense that the networks exhibited useful and varied behaviors. However, it was clear that larger networks were needed for more complex behaviors and evolution just starts to take a lot longer. https://youtu.be/-1s3Re49jfE?si=_G8pEVFoSb2J4vgS https://youtu.be/-1s3Re49jfE?si=_G8pEVFoSb2J4vgS

petargyurov 2y ago

> avoid anything written in the last 10 years Why?

exe34 2y ago
presumably because it's saturated with a monoculture, and the hope (rightly or wrongly), some of the other roads might lead to some alternative breakthrough.

PinkMilkshake 2y ago

In the Creatures artificial life / virtual pet series, the creatures have about 900 (maybe more in later versions) or so neurons. Each neuron is a little virtual machine that is designed in such a way that programs remain valid even with random mutation.

mandibeet 2y ago

Your recommendation to explore the classics is a good one. You can gain a deeper appreciation by studying these foundational works

JoeDaDude 2y ago

There is the case of Blondie24, an evolutionary neural net, or genetic algorithm, which was able to develop a very strong checkers-playing capability by self-play with no human instruction. It was later extended to paly other games. https://en.wikipedia.org/wiki/Blondie24 https://en.wikipedia.org/wiki/Blondie24

northernman 2y ago

I read this book: <https://books.google.ca/books/about/Artificial_Intelligence_Through_Simulate.html?id=QMLaAAAAMAAJ> in 1972. It was published in 1966.