So? An opaque neural net would quickly learn how to get around trade size restrictions if given the proper motivations.
So? An opaque neural net would quickly learn how to get around trade size restrictions if given the proper motivations.
At which point the humans running this NN will notice that it likes to go around risk control measures and will... persuade it that it's a bad idea.
It's not like no one is looking at the trades it's doing.
There have been a couple of brief discussions of this in the Open Thread, but it seems likely to generate more so here's a place for it.
The original paper in Nature about AlphaGo.
Google Asia Pacific blog, where results will be posted. DeepMind's YouTube channel, where the games are being live-streamed.
Discussion on Hacker News after AlphaGo's win of the first game.