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Poker games units 2017

Postby Nibei on 04.12.2018

Libratus—Latin for balanced—was pokeg by researchers from Carnegie Mellon University to test ideas for automated decisionmaking based on game theory.

Early last year, the professor who led the project, Tuomas Games, founded a units called Strategy Robot to adapt his lab's game-playing technology for government use, such as games war games and simulations used units explore military strategy and planning.

In chess and Gsmesevery piece is exposed for both players to see, making them what are called perfect information games. In poker, not all cards are visible, meaning that—as game many real-life scenarios—some information needed to calculate the true state of play is unknown. Libratus was built poker a technology called computational game theory.

The software devised powerful betting strategies and games showed plker ability to bluff. Sandholm says that approach can be applied to many other games, and also military simulations. War-gaming exercises typically test only small numbers of strategies for imagined opponents, even when run as computer simulations, he says.

He says it can tackle simulations that involve making decisions in units simulated physical space, such as where to place military units. Poker Defense Innovation Unit declined to comment on the project, and the Army did not respond to requests for comment.

Pro players who took on the bot found that it flipped unnervingly between tame and hyperaggressive tactics, all the while relentlessly notching up wins as it calculated paths to victory. Greg Allen, an adjunct fellow at think tank the Center for a New American Security, says the type of technology that powered Libratus could make war-gaming and gakes exercises more useful.

All the same, the results will likely remain just 22017 component of strategy planning and research, he says, because the world is vames more complex and messy than the scenarios even the best AI technology can master.

Its research agency Darpa is poker a program to explore how the technology can be applied to military decisionmaking. Michael Wellman, a professor at the University of Michigan, says his group is working on applying computational game theory to cybersecurity under that program.

He says Libratus can be seen as a sign that the technology is maturing. In addition to Strategy Robot, Sandholm has founded a second startup called 2017 Machine, which is deploying his game-solving techniques in commercial unots, such as electricity markets, sports, and making computer-controlled players in videogames wilier adversaries.

Both companies 2017 bootstrapped, have roughly six employees, and are profitable, Sandholm says. Back in his CMU computer lab, Sandholm is also thinking about how to games his technology more portable. When See more took on the poker pros, it ran on pojer Bridges supercomputer at the federally funded Pittsburgh Supercomputing Center; Sandholm says his startups have also used supercomputers.

The Pentagon is pushing to make broader use of AI technology. Inthen US defense secretary James Mattis lamented that gmes department click the following article behind technology companies in the adoption of technologies like machine learning. That same year, the Pentagon started a program called Project Maven, intended to employ commercially available AI techniques on US missions. Units initial source used machine learning to flag objects in drone surveillance video, with help from AI-savvy startups and large companies— including Google.

Other nations, poker, are exploring military uses of AI. The growing gamew interest in AI unsettles some technologists who are advancing the underlying technology. Sandholm believes concerns about US military use 2017 AI are overblown.

The technology is important to help the Pentagon keep the US safe and improve operational efficiency, 2017 says.

Read more. Senior Writer Twitter. Gamew Video. Topics artificial intelligence bots Pentagon.

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