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They are two things a human brain does when playing chess or go: evaluating a position and mentally playing some positions (by doing a search tree). The AlphaG
by unpseudo 9y ago
They are two things a human brain does when playing chess or go: evaluating a position and mentally playing some positions (by doing a search tree).
The AlphaGo neural network is able to do the first part (evaluating positions) but the search tree is still a hand crafted algorithm. Do they have plans to work on a version with a pure neural network? (i.e. a version which would be able to learn how to do a search tree.)
- nojvek 9y agoWho is to say that the human brain doesn't have a different cell type to do this kind of search. The neocortex is shaped in a different way than other neural cells so I imagine search and evaluation are different architectures. But you're right. A NN way to do Montecarlo search in GPUs would make things even simpler.