Artificial Intelligence beats poker for the best players

Just two years ago we were wondering if the machines would be able to overcome the greatest experts in little.Now we can say yes: Artificial Intelligence beats the best players in the Texas Hold'em category during the tournament held between January 11 and 30 of this same year 2017.We encourage you to know the exciting world of poker and to discover why this event can be so relevant to humanity.We will tell you everything below!

Artificial Intelligence beats the best players at poker

The «Libratus» machine has been developed by the University of Carnegie Mellon and although a priori its mission may be a purely ludic question , the objective of this experiment is a great challenge for researchers in Artificial Intelligence.Although, certainly, it is not the first time that Artificial Intelligence wins human beings in board games, if it is the pr For the first time he does so with one with such a significant statistic, winning 99.7%, 120,000 games won and $ 1,766,220 in chips.

Why is this victory of the Artificial Intelligence?

To play poker it takes much more than knowing the rules.You need a great capacity for observation, intuition and luck to accompany you.Features that, of course, none of us would associate with The robots.This is, mainly, the great difference with respect to the previous victories of Artificial Intelligence, such as checkers or chess.These last games are likely to be analyzed, since their movements respond to logic and mathematics.

However, all this is invalidated with regard to poker: the cards it has are unknown our rival in his hand, there are no optimal movements and uncontrollable lanterns come into play.To give you an idea, Tuomas Sandholm and Noam Brown-those responsible for Libratus-have calculated that the number of possible combinations in poker is greater than number of atoms of the universe.

Artificial Intelligence must, therefore, face games based on imperfect information, lacking instinct and the ability to throw lanterns, so even if it is still a matter of algorithms, these must be more generic to be able to develop their own strategy as they play games and take advantage of the mistakes of their rivals, assessing the risk especially in the third and fourth round.

The Artificial Intelligence, able to predict human behavior?

So, the only information provided to Libratus has been the rules for the machine to learn to play without neural networks and if n strategies.Its learning focuses on techniques such as reinforcement learning.It is an algorithm based on strategies and not on data, the result of which is able to predict, in a certain way, human behavior.

Artificial Intelligence beats poker for the best players

In conclusion, it seems a great advance that Artificial Intelligence manages to develop a strategy based on imperfect information of human behavior.These findings seem to be really relevant when designing drugs to fight viruses, improve cybersecurity and may even have a Remarkable involvement in negotiations and finances.And although it is the result of years of research, it still needs hardware modifications to improve both its game and its calculations.

What do you think about this article about Artificial Intelligence? beat the po Do you want the best players? What is your opinion about the role that machines can play in our society? Share all your thoughts with us! Meanwhile, we will be waiting for you, having a great time playing online casino. 128521;

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