The Game of Go has been explored for 2500 years and resulted in a body of theories that Go masters study in Go schools. Alpha Go discovered that human Go understanding was caught in a local optimum, and broke out of it. The game of modern physics started only 130 years ago...
But because you don't use backpropagation but adaptive credit assignment and active consistency enforcing model construction you extract much more information from a single pass over a small batch of training data.
10:46 AM - 16 Dec 2017
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