RE: Let's measure intelligence in 2016
March 23, 2016 at 2:30 pm
(This post was last modified: March 23, 2016 at 2:39 pm by I_am_not_mafia.)
(March 23, 2016 at 11:47 am)pool the great Wrote: That'd probably come under pattern analysis..
Your perspective may change if you ever try creating artificially intelligent temporal sequence learning. It is significantly harder to do than pattern analysis, which is probably why the literature has relatively little of the former and lots about the latter.
And if you believe that strong AI has to be self organising which I definitely do, then self organised temporal sequence learning is fiendishly difficult.
Essentially all the different techniques that we use for pattern analysis are statistical in nature, or equivalent to some other statistical technique. In essence pattern analysis is more like devising a complicated look-up table.
Temporal sequence learning could be considered pattern analysis but with the added dimension of time, but this doesn't work in the case of action selection which does not need to create a model of the world.
