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Re:AlphaGo beats Lee Sedol again in match 2 of 5 by zardeh on Thursday March 10, 2016 @02:49PM (#11261730)
Reading the paper, it doesn't at all sound like AlphaGo uses anything that TD-Gammon used.

It uses MCTS, which is unlike minimax. It doesn't use temporal difference learning, although they say that the policy somewhat resembles TD.

That doesn't sound like 'essentially built on', its sounds maybe like 'slightly influenced by'

Re:AlphaGo beats Lee Sedol again in match 2 of 5 by ig1 on Friday March 11, 2016 @04:53AM (#11265679)
You're missing the forest for the trees.

Tesauro's work on TD-Gammon was pioneering at the high level, i.e. combining reinforcement learning + self-play + neural networks.