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“The strategy of the game is difficult and to sit down and write a program that can beat a table of experienced human players is no trivial task,” he said.

While bots have been used to play the optimal strategy in other online card games, like blackjack, poker is a different animal. The biggest obstacles lie in the amount of information unavailable to the player and the need for the program to be able to employ a variety of strategies at different times, such as bluffing and laying traps for opponents, explained Billings, a doctoral student and master poker player.

‘A program that can think’
“With chess – I don’t want to trivialize it – but it’s just a matter of calculation,” he said. “With poker, you really need to write a program that can think about the game and reason.”

The solution, in the case of the Vex Bot, was adding a layer of artificial intelligence over its ability to calculate probabilities.

“It will show you things that no human player has ever shown you before,” Billings said of the latest incarnation of the bot, which also has the ability to model its opponent’s behavior. “… One of the biggest advantages that programs have is that they have no fear, no shame. Humans can be intimidated. They will back off in the face of a very aggressive player. A bot will not. It has no compunction about doing whatever it will take to win. It will raise you with any two cards if it thinks that it has a very slight advantage based on your history. And it can induce a lot of anger and emotional upset. These things are ‘tilt monsters.’”