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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 :

South Africa Going After Illegal Gambling - In South Africa a combined national police and federal enforcement initiative has shuttered 19 illegal gambling venues across the provinces of Northern Cape and North West.

The Winning Express arbitrage sports betting scheme - A UK-based GBP 27 million arbitrage sports betting scheme, The Winning Express, has collapsed, leaving a thousand investors with concerns that their money is lost, according to a BBC report over the weekend.

Global Poker League Championship Results - #gpl The inaugural season of the Global Poker League Championship played out this week with the Montreal Nationals besting the Berlin Bears across 11 games to claim the $100,000 main prize.

Yahoo DFS Gets Uk License - #yahoo Industry observers point out that Yahoo has thus far carried out little in the way of major marketing on DFS in its US endeavors, unlike rivals DraftKings and FanDuel, and they expect it to follow a similar path in the Britain.

SPANISH GAMBLING MARKET CONTINUES TO GROW - Spain's gambling industry continued to advance in 2015 with growth in most sectors, according to the latest research report from the Codere - University of Madrid Institute for Policy and Governance collaboration released this week.

Novomatic Acquires Albanian National Lottery - #Novomatic The Austrian gaming technology group Novomatic has issued a statement confirming that it has completed the final required steps for the successful acquisition of the Albanian National Lottery.

2016 Massachusetts Gaming Commission Report - Industry journalist Steve Ruddock picked up on some interesting statistics from the latest annual report of the Massachusetts Gaming Commission released this week, flagging the current results from its on-going monitoring research of the state gambling market.

Jack Lam denies bribe allegations - Allegations by Philippines Justice Secretary Vitaliano Aguirre that casino tycoon Jack Lam used 'facilitator' Wally Sombero in an attempt to bribe him into protecting Lam interests have been hotly denied by Lam.

Fonbet Gets Russian Betting License - #Fonbet Russian-licensed operators are required to use officially sanctioned payment hubs called TSUPIS to facilitate government oversight, and this may be a concern for Fonbet at present.

New Attempts to Restore the Wire act - In the first of these initiatives, which Online Poker Report notes is supported by only eight state AGs (half those who signed a similar letter last year), the signatories seek support for RAWA at a Congressional hearing scheduled for December 9.

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