Re:Researchers: Are we on the cusp of an ‘AI winter’?
by Piskvorrr on Saturday January 18, 2020 @11:39AM
(#22085314)
Sure, that looks promising. I'm not holding my breath for The Holy Grail: in an environment where it's been just-around-the-corner for as long as the field exists, there's always another unexpected corner;)
Being able to perform planning over ‘simple’ domains like Atari games and Go (and not even in the same trained model!) might not seem very comparable to the real thing, but evolutionary history spent the bulk of its time building up the basics—most animals fail most cognitive tasks—so I don't think this is indicative of the progress being misguided, especially given networks-on-GPUs is literally a 10 year old field.
I think MuZero is a clear example of building by principles over random flailing. I get why there does also seem to be the latter, but it's certainly not the whole of it, and anyhow it worked for evolution ;P.