AI cognac is stronger than you, how do humans mix later?

Human-machine poker battle, humans lost to the "EQ Super" machine

On April 10th, 2017, after the five-day event, "Cold Master VS China Dragon Team - Human Machine Poker Summit Exhibition", the Cold Fight Master finally won the record of 792327 total scoreboard, and the exhibition prize was 2 million yuan. Belong to the master of cold flutter.

Anyone who knows Texas Hold'em a little bit knows that it is not just a logical game, but also a psychological war, and human “blackmail” is played here. Unexpectedly, during the game, he was often "bluffed" in the same way, but the champion is a real player.

AI rises! Where is the last line of defense for mankind? Li Kaifu also said that after 10 years, 50% of the world's work will be replaced by artificial intelligence, especially translation, journalists, assistants, security guards, drivers, sales, customer service, traders, accountants, babysitters, etc. Are you working, are you shaking?

AI gambling in the eyes of human opponents: reading mind

The Texas Hold'em "Human Machine War" revived by well-known investor and chairman of the innovation workshop, Li Kai, the human side was formed by six top Chinese poker players. Captain Du Yue had a No-Limit Hold'em at the World Poker Hold'em WSOP. In the event, the champion was won. Libratus, an artificial intelligence program developed by Professor Thomas Sandholm of Carnegie Mellon University in the United States, played the unlimited Texas Hold'em. Li Kaifu gave it a Chinese name "Cold Master".

In the matter of the German flutter, the master of the cold flutter did not have a master. The researchers only told it the basic Texas Hold'em rules, and then let it start learning the poker game in a self-matching "left and right" way. Before putting in actual combat, the Masters of the Cold Fight had battled millions of hands, but did not study how humans played Texas Hold'em and did not play against human professional players. Therefore, this AI gambling god has formed a brand that is completely different from human beings, or "not playing cards."

For example, the top players of the bats usually try to find the weaknesses of the opponents and launch attacks. The master of the cold rush is to observe what weaknesses humans have found, and then make up and improve them in a targeted manner.

Bluff is not taught by people, but by the machine itself. The researchers said: "The bluff is a particularly important skill. The system found in the study that if there is a bad card, the direct bluff can win more, so it learns."

The human opponents who have fought against the cold puff masters feel the deepest. Du Yue, the captain of the Chinese Dragon Team, said when he talked about the five-day game: "Artificial intelligence will not be affected by emotional, psychological, physical and other factors in the battle, and the powerful computing power is far beyond the human brain. Many of the master's hands are so screaming."

Xu Chaojun, a member of the Dragon Team, also said a similar feeling: "AI has mind reading."

Who is the cool master and the Alpha dog?

Go and Defo represent two completely different kinds of games, and the Alpha Dog and the Cold Strike Master are also exploring in two completely different directions.

Experts explained that the way computer programs capture these board games is essentially the same: search. Each move is a decision point, and what the computer does is search for the path with the best chance of winning at each decision point. The search volume of Othello is only 10 dozens of squares, and the chess is 10 forty times, while the search volume of Go reaches an amazing 10 to 170 powers.

The number of decision points in a plate is 10 to the 160th power, which is less than Go, but it is impossible to beat the search. From this, Sandheim jumped out of the search volume and put another test on the AI: dealing with hidden information.

Norrie Brown, another major researcher of Cold Float, commented on these two major AIs that Go is a difficult level in the "perfect information game", so the Alpha dog has also achieved great results in the search for this core issue. The cold-fighting master has just opened the door to the "non-perfect information game". For solving the problem of hidden information, the ping AI is just the beginning.

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