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Neural network Poker Bot

Friday September 06,2013 :  LATEST ADVANCE IN ARTIFICIAL INTELLIGENCE MAKES THIS POKER BOT UNBEATABLE
 
Norwegian neural network technology behind latest generation robot
 
The New York Times reports that the latest developments in poker Artificial Intelligence have achieved unprecedented levels of robot experience-learning to produce an almost unbeatable poker bot for research and possibly gambling purposes.
 
Poker-playing robots have been hitting the headlines for years as scientists and academics have used the game to test their AI work against expert human players, with recent contests showing a growing level of smarts in the machines, enabling them to learn from their mistakes and make the correct moves next time around.
 
The latest developments have an interesting background, involving Norwegian scientist Fredrik Dahl, who at one time worked for the Norwegian Defense Research Establishment in Kjeller, Norway developing artificial intelligence for secret government projects on combat simulations.
 
"The job involved using neural networks," the New York Times reports. "Functioning much like an extremely focused, one-dimensional version of the human brain, these complex computer algorithms develop strategies that emerge through so many repetitive mathematical calculations that few humans could reproduce, much less endure them. Dahl’s work on two-sided, zero-sum games, where there is no mutual interest, proved to be useful in developing strategies to win not only wars but also poker games."
 
The article reveals that sophisticated poker bots use knowledge gained from billions of staged rounds of poker fed through neural networks, and the result is an unpredictable poker player that can win almost every time.
 
Three different banks of knowledge are used by the bot to prevent defeat.
 
"The theory behind it is almost paranoid," Dahl explains told the Times. "It's estimated that only 100 players around the world even have a chance of taking the game down."
 
Gamblers might win a given hand out of sheer luck, but over an extended period, as the impact of luck evens out, they must overcome carefully trained neural nets that self-learned to play aggressively and unpredictably with the expertise of a skilled professional.
 
Poker is primarily a game of skill and intuition, of bluffs and traps in which the player tries to play his opponent as well as his cards, the article reports.
 
"This machine does that, responding to opponents’ moves and pursuing optimal strategies. But to compete at the highest levels and beat the best human players, the approach must be impeccable."
 
The piece goes on to recount the experiences of G2 Game Design chief Gregg Giuffria, whose company developed Texas Hold ‘Em Heads Up Poker.
 
Whilst testing a prototype of the program he thought he detected a flaw. When he played passively until a hand’s very last card was dealt and then suddenly made a bet, the program folded rather than match his bet and risk losing more money.
 
“I called in all my employees and told them that there’s a problem,” he says. The software seemed to play in an easily exploitable pattern. “Then I played 200 more hands, and [the robot] never did anything like that again. That was the point when we nicknamed him Little Bastard.”
 
http://www.nytimes.com/2013/09/08/magazine/poker-computer.html?pagewanted=1&_r=1&

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Gambling News :

Contagious Gaming Q1-2017 Report - Vancouver-based software developer Contagious Gaming reported on its first quarter 2017 results for the period ending June 30, 2016 saying it had achieved its first quarter of positive EBITDA.

China Issues Warning to 26 online gaming operators - China’s Ministry of Culture (MOC) has issued a warning to 26 online gaming operators ordering them to “clean up their act” following an investigation into illegal online cultural activities.

LVBet in Sponsor Deal With Kölner Haie - The deal makes LVBet the teams official betting partner, with several branding, social networking and publicity opportunities, including the operation of tournaments with prizes.

NYX Gaming released its Q2-2016 and H1-2016 results - Online gambling software and games developer and platform provider NYX Gaming released its Q2-2016 and H1-2016 results Monday, highlighting the following performances:

Tab Launches We Love A Bet Campaign - The Australian land and online gambling group TAB has launched a new brand repositioning and publicity campaign titled We Love A Bet which highlights the company’s role in providing unique social and memorable moments that punters experience when placing a bet.

Betsafe Sponsor Deal with Sheffield United FC - Football League One club Sheffield United FC has inked a single season sponsorship and official betting partner agreement with online gambling operator Betsafe.

Betsoft in deal with Code Cloud - Online gambling software and games developer BetSoft has clinched another deal with an Asian-facing operator, this one with Code Cloud, which will carry the full BetSoft gaming suite on its Xile99.com website.

GVC Holdings and IGT Awarded Romanian Gambling License - GVC Holdings and International Game Technology are the latest to receive licensing from the Romanian National Gambling Office (ONJN).

Ladbrokes named partners with Brisbane Bullets - Ladbrokes have proven to be a fantastic partner for the club, which were thrilled they will continue to be,” Melbourne Racing Club chief executive Brodie Arnhold said in a press statement.

Club Deportivo Leganes extends partnership with GoldenPark - MGA is a leading Spanish-based operator of todoslots.es and Goldenpark.es both of which are powered by gaming and sports betting platform provider OPTIMA.

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