Discussion
What has learning contributed to game playing programs?
Answer: A
Learned evaluations and move priors have replaced decades of hand tuning, and combined with search they produced superhuman play in chess, shogi and go from self play alone. Search remains essential rather than being replaced, representations are still game specific, and the rules must be known to generate the tree. A component learned rather than written, inside an otherwise classical architecture, is the shape most of the recent advances have taken.
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