The Grand Challenge of Computer Go: Monte Carlo Tree Search and Extensions
By Sylvain Gelly, Levente Kocsis, Marc Schoenauer, Michèle Sebag, David Silver, Csaba Szepesvári, Olivier Teytaud
Communications of the ACM,
Vol. 55 No. 3, Pages 106-113
The ancient oriental game of Go has long been considered a grand challenge for artificial intelligence. However, computer Go programs based on Monte-Carlo tree search now play at human-master levels and are beginning to challenge top professional players.
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