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Neural network Poker Bot
Friday September 06,2013 : LATEST ADVANCE IN ARTIFICIAL INTELLIGENCE MAKES THIS POKER BOT UNBEATABLE
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.”
Summer Is Here: It’s the 2017 Super Millions Poker Open -
The 2017 Super Millions Poker Open (formerly the Summer Millions) starts July 15 with a hefty $2.5 million guaranteed in the prize pool. Qualifiers begin this Thursday; you can satellite your way into the 2017 SMPO for as little as 55 cents.
Americas Card Room Biggest OSS CUB3D ever -
Included in the series is the next $1,000,000 GTD Million Dollar Sunday, the Main Event of the OSS. The MOSS and BOSS also have a Main Event and all three winners will walk away with a sterling silver commemorative bracelet in addition to the prize money.
Also returning is an OSS Cub3d combined leaderboard. The top-3 ranked players at the end will receive a $4,900 Punta Cana Poker Classic prize package and a sterling silver bracelet.
Jurassic World Online Slot live -
During the base game, the fierce and genetically modified Indominus Rex can randomly appear on the screen, awarding wins of up to 1,000x the total bet.
Is there a place for AI in poker? -
If you are into the technology, you have certainly heard about Artificial Intelligence (AI) at least a few times. The word has become even more popular over the course of the last few years, especially with an introduction of another buzz word
MLB Odds: Mets vs. Dodgers -
Injuries have kept the New York Mets (31-37, –14.14 betting units) from being all they can be this year, but they expect to have Steven Matz on the mound for Wednesday’s game against fellow southpaw Rich Hill and the Los Angeles Dodgers (44-26, +7.56 units). First pitch from Chavez Ravine is 10 PM ET on ESPN.
NBA Odds: Warriors Down Cavs in Game 5, Reclaim Title -
It took a game longer than they would have liked, but the Golden State Warriors are once again the NBA champions. They beat the Cleveland Cavaliers 129-120 Monday night to eliminate the Cavs (+9 away) in five games and reclaim the Larry O’Brien Championship Trophy.
Vikings’ Victory Slot Launches -
The game’s impressive graphics take you to the sea side, where a longship sits beyond the reels. Mountains and trees make up the background, and smoke can be seen billowing from beyond the screen. The five reels are on a sail, with 25 paylines marked by red flags.
50 WSOP Seat Satellite -
Sunday, July 2nd at 3pm ET, two just days before the Fourth of July holiday, Americas Cardroom is running a 50-seat qualifier to the 2017 WSOP Main Event in Las Vegas.
NHL Odds: Series Tied Heading Back to Pittsburgh -
As quickly as Pekka Rinne lost his game in Pittsburgh, he found it again in Nashville. After Game 2, there were murmurings that Rinne wouldn’t start the next game. Predators Head Coach Peter Laviolette decided to stick with his goaltender, however, and Rinne led his team to two consecutive victories at home while stopping 50 of 52 shots.
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