There is certainly no argument against the fact that humans are no longer in the same league as chess bots but what is also true is that the combination of bots and humans can beat top specialist chess computers. Bots + Humans > Bots > Human for these games. See what Kasparov has to say about it here: http://www.nybooks.com/articles/archives/2010/feb/11/the-che...
My friend? No he does not know about stochastic game trees or regret minimization or any of that fancy stuff. But that knowledge is not needed for top poker play any more than a Basketball player needs to know about differential equations to put a ball in the net.
And perfect play? I do not believe that perfect play is required to beat the best players, that is not even computationally tractable. Now, while it is true that computers may some day beat top players (in n-player NL), it is also true that we are very far away from that. I am confident that we will reach that point but it is hard to say when. Probably after Go. But already the top players, using computational aides, are not fully human. With those kind of tools they are able to regularly play the game at a level that is far higher than the old unaided standards, raising the stakes even higher for bots.
Little idea? I keep apace with current machine learning though not fully up to speed on poker specific stuff. Would need to spend a month or so to catch up.
Anyways to wrap this up, what I am saying is Human + Bots > Bots and I'm predicting right now that when Poker Bots surpass humans, they still will not be able to beat that combination.
My friend? No he does not know about stochastic game trees or regret minimization or any of that fancy stuff. But that knowledge is not needed for top poker play any more than a Basketball player needs to know about differential equations to put a ball in the net.
And perfect play? I do not believe that perfect play is required to beat the best players, that is not even computationally tractable. Now, while it is true that computers may some day beat top players (in n-player NL), it is also true that we are very far away from that. I am confident that we will reach that point but it is hard to say when. Probably after Go. But already the top players, using computational aides, are not fully human. With those kind of tools they are able to regularly play the game at a level that is far higher than the old unaided standards, raising the stakes even higher for bots.
Little idea? I keep apace with current machine learning though not fully up to speed on poker specific stuff. Would need to spend a month or so to catch up.
Anyways to wrap this up, what I am saying is Human + Bots > Bots and I'm predicting right now that when Poker Bots surpass humans, they still will not be able to beat that combination.