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I think that machine learning, particularly deep learning, will increasingly be used in combination with some of the older AI techniques to produce hybrid syste
by ScottBurson 9y ago
I think that machine learning, particularly deep learning, will increasingly be used in combination with some of the older AI techniques to produce hybrid systems, which will solve previously intractable problems. AlphaGo is a great example; of course it used deep learning, but it also used classical search, as well as reinforcement learning.
The point is, progress isn't linear but exponential: each new technique multiplies our capabilities.
- mindcrime 9y agoI think that machine learning, particularly deep learning, will increasingly be used in combination with some of the older AI techniques to produce hybrid systems, which will solve previously intractable problems. This is what I believe as well. I've been doing some work lately on some older approaches to automated abductive inference, with an eye towards doing some of this kind of hybridization. No results to report yet, but I do think there's some meat on this bone.