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Can someone clarify why exactly is this being presented as more impressive than beating Chess masters or even Go masters? People talk a lot about number of sta
by nippples 10y ago
Can someone clarify why exactly is this being presented as more impressive than beating Chess masters or even Go masters?
People talk a lot about number of states in poker, but the hand and visible cards can be easily (to a statitician) reduced to a scalar "probability of having the best hand".
At least in terms of crunching the possibility tree this should be a far less computationally intensive challenge.
- roenxi 10y agoWhat struck me looking at the AlphaGo papers was how human its algorithms were - it was basically doing what a highly orthadox human player would do (pick some moves that look interesting, read as deeply as possible) and then scaling up with a completely inhuman thoroughness and accuracy. At this stage, AI wins in competitive games simply will not impress me. From here it may simply be a tour of force showing the breadth of fields AI can dominate in. After that enthusiastic agreement; poker wins are evidence for the laypeople of something I suspect most people in AI research or game theory already know - a human bluffing isn't a magic advantage in a fair game. The AI can outperform on fundamentals.
- 6nf 10y agoThe game of poker differs from Go and Chess in that poker players deal with incomplete information and therefore a successful strategy has to include randomness. If you are dealt AA under the gun, you can't just raise 100% of the time, you have to play a mixture of different moves, perhaps raise big 80% of the time, raise small 10% of the time and limp in 10% of the time (for example). With Go or Chess you can just play the best move in each particular situation and you will not lose. It's just a different kind of game