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Re:No limit: AI poker bot is first to beat professionals at ... by spenczar5 on Thursday July 11, 2019 @04:26PM (#20415463)
The article makes it sound like the AI is trained by evaluating results of decisions it makes on a per-hand basis. Is there any sense in which the AI learns about strategies that depend upon multiple hands? I’m thinking of bluffing/detecting bluffs and identifying recent patterns, which is something human poker players talk about.
Re:No limit: AI poker bot is first to beat professionals at ... by noambrown on Thursday July 11, 2019 @04:32PM (#20415516)
The bot handles each hand independently. How the players play in one hand does not affect how the bot plays in future hands at all.

That said, it did train by playing against itself (before the experiment against the humans began).

Re:No limit: AI poker bot is first to beat professionals at ... by kyberias on Friday July 12, 2019 @04:21AM (#20419163)
Interesting. Does this mean that it cannot adjust to human players "switching gears"? Isn't this a huge leak?
Re:No limit: AI poker bot is first to beat professionals at ... by rjldev on Friday July 12, 2019 @06:50AM (#20419684)
It’s not a leak, it just means it cant beat the opponent for the maximum it could by playing the exploitative counter strategy vs their tendencies. Instead it just plays gto which will win against any given non gto strategy, though not for as much as the exploitative counter strategy. Playing an exploitative strategy however leaves you open for exploitation and this goes back and forth until the players converge onto gto, assuming the players are (very) good.

t. former poker pro