This is exactly what we want to do in the near future. AI can beat the best in the world in chess, go, risky!
On the other, Pluribus plays five professionals at once for 10,000 hands. AI came to the top twice. The results are published in Science. In one experiment, five copies of each Pro machine played 5000 hand poker as opposed to “Pluribus”.
In poker, they can”t – cards are not always visible in the game and players can be intimidating. This makes the game a tactical game in favor of a machine built on logic and possibility, the researchers say. One thing that makes this wine so special is the secretive nature of poker. Both chess and both players will see what is going on on the board.
“Pluribus achieved superhuman performance in multi-player poker, a recognized milestone in artificial intelligence and game theory that has been open for decades, said Tuomas Sandholm, a professor of computer science at Carnegie Mellon University and co-developer of Pluribus, in a statement.
It involves more players. This requires a different strategy from the previous player’s games. Noam Brown, co-developer and co-developer of Facebook AI, added: “Fundamental changes are needed in how AI develops its gaming strategy to play a six-player game head-to-head.
“The main strength of Pluribus is the ability to use mixed techniques,” Elias said. “It’s the same thing that people try to do. It’s about executing people – doing it in a random way and doing it consistently. Most people just can’t do it.” For example, Nash Balance: As long as your opponent’s strategy remains the same, you won’t make a profit by changing yourself. In a two-player game this can be an effective strategy for AI – ideally, the human opponent will slip or upset the balance as a result of a win for the machine, but worse, the game will result in a tie. It doesn’t work after you add more players.
An unusual technique adopted by the machine was “Don Bet”, which involved ending one round with a call and starting the next with a bet. Traditionally, this is seen as a weak, sensitive move that human players can avoid. Still, Pluribus uses don bets much more than his defeated human opponents.
“The ability to beat five more players in this kind of complex game has opened up new opportunities to solve a variety of real-world problems with the various benefits of using AI,” Brown said.