Al Holds the Better Hand: Exploiting the techniques of game theory to come up with the superior poker hand.

The article discusses the exploitation of game theory to allow artificial intelligence (AI) to successfully challenge humans in the game of poker. Topics include the challenge of intrinsic randomness presented to AI in poker, the use of machine learning to master perfect information games, and the i...

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Detalles Bibliográficos
Publicado en:Communications of the ACM Vol. 61; no. 9; pp. 14 - 17
Autor principal: Monroe, Don
Formato: Artículo
Publicado: Association for Computing Machinery Sep2018
Materias:
Acceso en línea:Ver este registro en EBSCOhost
Descripción
Sumario:The article discusses the exploitation of game theory to allow artificial intelligence (AI) to successfully challenge humans in the game of poker. Topics include the challenge of intrinsic randomness presented to AI in poker, the use of machine learning to master perfect information games, and the involvement of deception and signaling in betting on poker.