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university of alberta

Apart from this win being the first of its kind, it bares significance in assisting to make better medical treatment recommendations to developing improved strategic defense planning, stated DeepStack: Expert-level artificial intelligence in heads-up no-limit poker, which was published in Science.

DeepStack brings together approaches involving games of perfect information, meaning both players see what is on the board, and imperfect information, where it reasons while playing, using intuition through learning to reassess its strategy with every decision. Parlour games have proved useful to researchers in this field over the years, due to the fact they use mathematics and provide insight on the interactions between decision-makers. In a similar case from May 11, , Deep Blue, an IBM computer, outsmarted the world chess champion after six games —the computer had two wins, the champion won a single match, and there were three draws.

Bowling added they train their system to learn the value of situations, utilizing a technique called continual re-solving. And this intuition is the fuel behind how DeepStack plays the full game.

Thirty-three players from 17 countries were recruited. Each was asked to complete a 3, game match over a period of four weeks between Nov.

The study involved 44, hands of poker, and saw DeepStack triumphing over the 11 players that finished the match, with one outside the margin of statistical significance. From stapling together coloured pieces of construction paper complete with description, dialogue, and drawings at the age of six, Ancelene MacKinnon knew writing would be a constant part of her. She has worked for newspapers across the Island, as well as freelance work with the Canadian Press and the Canadian Cancer Society.

You must be logged in to post a comment. Never miss a hot Canadian tech stock again. Get top picks from the experts in your inbox every week. Scientists at IBM have figured out how to magnetize single atoms of the rare-earth metal holmium, essentially creating the smallest Related Cantech Letter Posts. Guestlogix says its new rail division could best its airline business. Follow cantechletter for all the latest on Canadian Technology. Ancelene writes about technology for Cantech Letter.

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