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DeepStack

DeepStack

DeepStack is an artificial intelligence created at the University of Alberta to play games with imperfect information such as poker.

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deepstack.ai

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Machine learning
Machine learning
Artificial Intelligence (AI)
Artificial Intelligence (AI)
Deep learning
Deep learning

DeepStack is an artificial intelligence created at the University of Alberta to play games with imperfect information such as poker. DeepStack learns using deep learning techniques and from self-play in which it plays millions of hands against itself. In a series of games in 2017, DeepStack defeated 11 professional poker players in heads up no-limit Texas hold'em.

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Type
Date

Computer program wins at no-limit Texas Hold 'Em by trusting its gut

Canadian Press

http://www.cbc.ca/news/canada/edmonton/computer-program-wins-at-no-limit-texas-hold-em-by-trusting-its-gut-1.4007282?cmp=rss

DeepStack: Expert-level artificial intelligence in heads-up no-limit poker

Matej Moravčík, Martin Schmid, Neil Burch, Viliam Lisý, Dustin Morrill, Nolan Bard, Trevor Davis, Kevin Waugh, Michael Johanson, Michael Bowling

http://science.sciencemag.org/content/early/2017/03/01/science.aam6960

Academic paper

DeepStack: Expert-Level Artificial Intelligence in No-Limit Poker

Matej Moravčík, Martin Schmid, Neil Burch, Viliam Lisý, Dustin Morrill, Nolan Bard, Trevor Davis, Kevin Waugh, Michael Johanson, Michael Bowling

http://arxiv.org/abs/1701.01724v3

Academic paper

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