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> . i still feel like evolutionary approaches are due for a big big comeback any time soon.... I was in college during the early late 90s, early 2000s, that wa
by cambalache 6y ago
> . i still feel like evolutionary approaches are due for a big big comeback any time soon....
I was in college during the early late 90s, early 2000s, that was a winter time for ML.Besides the perennial AI, the popular term was "soft computing" to include not only neural networks, but also stuff like fuzzy logic, evolutionary algorithms and simulated annealing. I found it all the approaches so fascinating. For better or for worse the DL explosion totally eclipsed the rest of approaches. Does anybody know of recent relevant work on those fields?
- iamjohnsears 6y agoThere’s some cool stuff from OpenAI and Uber AI Labs scaling up neuroevolution (disclosure: these were my former colleagues at Uber). Check out the work from Ken Stanley and Jeff Clune, plus Tim Salimans. They solved most of the Atari suite comparably to the DQN from Deepmind (these are RL tasks).
- cambalache 6y agoThanks a lot, I will definitely check them out