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It's very cool, but I think it also requires a very specific "adversarial" problem with a well defined notion of success (winning the game). If your machine lea
by tictacttoe 9y ago
It's very cool, but I think it also requires a very specific "adversarial" problem with a well defined notion of success (winning the game). If your machine learning task is something more nuanced and harder to define, e.g. identify word synonyms, I don't see how you can get around having a training data set.
- kpil 9y agoI played with evolving algorithms playing some kind of robot war (in java) almost 20 years ago, and beside the fact that you had to be veeery patient since evolving a generation took 10 minutes at best, I realized that it's very hard to create a survival criteria that matches your intention. I e, most robots fled and hid in the corners. I added additional critiera for hitting enemies, and the robots fled while randomly shooting bullets and hid in the corners... No epic fights. Hmm. Maybe I have the code somewhere...