Artificial intelligence beat human poker, what's next?
Source:
Artificial intelligence has again beaten the person. This time AI . And in this, it seems, is not surprising, because in this game the artificial intelligence was first before. However now everything is different: the car won five of the players «Texas holdem» and was aimed at the highest prize.
What is "Texas hold'em"
If you do not go into the details of the rules of the game, it is one of the most common types of poker. In those scenes that you saw in many movies, when the players sit around the table and take turns making bets, it appears holdem. At the table are 6 players and they bet. At any time you can exit the game, but then back the invested money you get. This continues until, until there is an intense "battle" one-on-one, in which the winner takes all.
In a recent experiment, experts in the development of AI from Facebook and Carnegie-Mellon "seated" at the table to the players , who had one task: to win as much money as possible.
Why artificial intelligence was able to beat man
Development of profitable algorithm for a poker game with multiple players (and in theory at multiple tables at the same time) — a task much more difficult than to teach the AI to play . Mostly it's the fact that in poker there is only very limited information about what is happening at the poker table. That is, if in the same chess computer "sees" the whole picture, including the location of the opponent's pieces, in the poker AI only knows what cards he has on hand and which are laid on the table. It is also possible, that is, to "count cards", anticipating which of them are "gone", which will allow to predict possible combinations. But it's still more difficult than to analyze "open" chess Board.
Thanks to the new , system called Pluribus 12 days and 10,000 hands fought 12 professional poker players. In the end, Pluribus has won an average of 5 dollars per hand and about $ 1,000 an hour.
See also:
How AI learned how to play poker
For starters, the developers made the AI play against itself and by trial and error to choose the most appropriate tactics. It is, in General, the standard way of learning. Interestingly, this is different: Pluribus was created in just eight days using a 64-core server station, equipped with only 512 GB of RAM. This training cost the company only about $ 150.
But the practice of AI is not over. Programmers have invented the method of artificial intelligence that allowed him to play very effectively. Instead of trying to predict how his opponents will act before the end of the game, Pluribus was designed to "look" only two or three moves ahead. It allowed to put system resources on more useful actions. For example, the development of the ability to bluff.
"the Ability to make a conscious bluff is considered to be the exclusive prerogative of the people" — the authors of the publication The Verge. "At the same time devoid of long-term strategic thinking Pluribus, as noted by almost all participants, was very successful at bluffing. For the algorithm it was only one way to win the hand, but not the main".
Researchers announced that they would not pay and all that was associated with its development, freely available. The achievements obtained during a recent experiment, very important: they allow, for example, to identify financial fraud in the securities market, will help automatic systems of adjusting of traffic and will be useful even when developing more effective autopilot.
Even more interesting material you can read in our news
Recommended
The Oculus zuest 2 virtual reality helmet for $300. What's he capable of?
Why is the new Oculus zuest 2 better than the old model? Let's work it out together. About a decade ago, major technology manufacturers introduced the first virtual reality helmets that were available to ordinary users. There were two ways to find yo...
The mysteries of neurotechnology - can the brain be used as a weapon?
DARPA has launched the development of a neural engineering system to research a technology that can turn soldiers into cyborgs Despite the fact that the first representatives of the species Homo Sapiens appeared on Earth about 300,000 - 200,000 years...
What materials can be used to build houses on Mars?
Marsha constructions n the surface of the Red Planet SpaceX CEO Elon Musk is hopeful that humans will go to Mars in the next ten years. Adapted for long flight ship Starship is already in development, but scientists have not yet decided where exactly...
Related News
How to turn any car into a self-governing for only 1000 dollars
We have not once heard of . Thus it seems that the presence of a huge number of most diverse equipment for the autopilot makes these cars extremely expensive and inaccessible to the end user. But this is not true. Recently one of ...
How to find a lost dog on the imprint of her nose?
In the 1980s the United States had invented the technology that simplifies the search for the missing dogs. Its essence is that under the skin of a pet implanted device the size of a rice grain with a set of numbers. The finder of...
#video | New helmet allows the pilot to see through the plane
the Pilots of military fighter jets while flying a lot of pressure, and thus must always be mindful. To them it was more comfortable to fly a plane, without losing sight of enemies, military engineers develop high-tech helmets. Th...
Artificial intelligence began to understand languages better than humans. What's next?
In recent years, the phrase "artificial intelligence" with an enviable regularity flickers in the news headlines. And different system based on AI is already in many areas manifest themselves better than humans. Cars in video game...
Artificial meat will soon displace the present
the first year, scientists around the world are developing in the field . The creation of such a product is extremely important for many reasons. And it's not in the pressure from the staunch vegetarians. However, to be imputed po...
A fire in Mytishchi CHP. What is known about this station?
a man-made disaster in the Moscow suburb of Mytishchi. A large fire occurred on the pipeline near the thermal power station-27 "Northern". At the station high pressure fire torch rose into the sky 50 metres. The fire was rated thi...
Thanks to the new smart glass, cameras with facial recognition system no longer needed
Modern smart phones and cameras use very advanced technology to . In this case, for the performance of the algorithms is always needed, actually, camera. More precisely, was needed because a group of scientists from the University...
Smart home in China began to follow their tenants
In the sphere of introduction of high technologies in daily life China is today one of the leading positions in the world. According to the publication Bloomberg, from 2013 to 2017, the share of China accounted for 36% of all tech...
Balloon Google distributed the Internet 223 days without stopping
At the moment there are several companies that are trying to provide Internet for the whole planet Earth, until its most remote corners. For example, the company SpaceX wants to give the Internet using , as the search giant does h...
To heat the house with solar light, but the electricity here at anything
Today, the country house can be heated not only through coal and gas furnaces but also by solar energy. And we are not talking about the solar panels that generate electricity to power the heaters, and about the so-called solar co...
American at home printed on a 3D printer Lamborghini Aventador and you can drive on it
American scientist sterling Backus with his 11-year-old son decided to prove that to a very expensive sports car and not having hundreds of thousands of dollars to buy it. It is only necessary technical education, 3D printer, toda...
Created the world's first controlled by thought, robotic hand
engineers from the University Carnegie Mellon in collaboration with experts from the University of Minnesota has made a breakthrough in the development of noninvasive methods of management of the robotic device. Using non-invasive...
Created a self-healing material that improves the durability of the Shoe
the Mass pollution of the planet with plastic waste is that in case of breakage of items, people immediately throw them away. According to researchers from the University of Texas Lamar, to solve this environmental problem by crea...
Designed prosthetic leg with realistic foot
When one walks on uneven surfaces, full of potholes and stones, feet help him to distribute the load and keep the balance. Largely responsible for this ankle and fingers, but a prosthetic leg can't boast of having such moving part...
The company, created the largest aircraft for space launches, closes?
the Company Stratolaunch Systems, which has created the large dvuhfyuzelyazhny the aircraft carrier in the world, may soon be closed. About it reports Reuters referring to the four anonymous sources close to the matter. At the sam...
News high-tech: Why do we need satellite Internet Starlink?
the Launch Starlink has unleashed a real war in the Network. Astronomers complain — they say, the moons too bright, and the real stars this is not visible. But if they don't do out of proportion? the Satellite Internet Elo...
Test firing of the spacecraft engine, the Dream Chaser completed successfully
In 2016, the space Agency with Sierra Nevada Corporation they have agreed that developed spaceship Dream Chaser will be used to deliver cargo to the International space station. It is expected that he will fulfill at least six mis...
New method of water purification: as boiling, but much better
In most cases, drinking water without prior filtration and treatment it is impossible — it may contain hazardous microbes. Ways to get rid of them are numerous: from boiling and chlorination, to disinfect under the ultraviolet lig...
Artificial intelligence at MIT learned to train the neural network faster than ever
In an attempt to "democratize the AI" scientists at mit have found a way to use artificial intelligence to much more effective learning systems machine learning — that is, neural networks. They hope that a new algorithm, which all...
The us Navy will receive in 2021 destroyer with a very powerful laser gun
naval forces of the United States are going to equip by 2021, one of their ships a powerful laser weapon. The installation, dubbed the High Energy Laser with Integrated Optical-dazzler and Surveillance (HELIOS), as reported by Pop...
Comments (0)
This article has no comment, be the first!