Alan Turing, born on this day in 1912. Here he is in 1951 anticipating adversarial machine learning and AlphaGo Zero's training through self-play. https://en.wikipedia.org/wiki/AlphaGo_Zero#Training …pic.twitter.com/ITlsPvtJPz
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It plays against copies of itself. That's pretty analogous.
@cryptarchist is correct. Turing knew that games like chess (and Go) would be relatively easy in the grand scheme of things. It's logical to infer that he saw the ability to converse as something apart altogether.pic.twitter.com/DqJlmY8jox
Algorithms for self-play and in particular fictitious play, were known in an advanced form by 1950 (Shannon, Brown, Samuel). Aside: self-play is related to biological co-evolutionpic.twitter.com/mOzwbmQARG
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