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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 abo
by spenczar5 7y ago
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.
- noambrown 7y agoThe 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).
- kyberias 7y agoInteresting. Does this mean that it cannot adjust to human players "switching gears"? Isn't this a huge leak?
- rjldev 7y agoIt’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