Geoff Hinton dismissing symbol-manipulation and ignoring possibility of hybrid models, at G7 meeting earlier this week. When I referred to ”deep learning imperialism” it is exactly this, and the conflation of Google Translate with real language understanding, that I had in mind.https://twitter.com/tabithagold/status/1070736319901519876 …
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alphago is a hybrid of DL and statistics (monte carlo tree). here needs a hybrid of DL and symbolic logic. given vectors (from DL), how can we impose a logic onto the vector space?
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AFAIK the deepmind implantation of the MCTS algorithm uses symbols, and critically operations over variables, to traverse the tree
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Geoffery Hinton explains the difference between symbolic AI and deep learning to great applause from the