[D] Top Down or Bottom Up: Two Paradigms for Artificial General Intelligence
I wrote a blog post a while ago that I thought I’d post here for discussion. It discusses some building blocks for AGI, e.g. intuitive physics, intuitive psychology, intrinsically-motivated RL, etc. I also discuss what I think may be most promising.
Please criticize, discuss and let me know if there’s any more recent work in any of these fields that has changed the landscape since I wrote this piece.
I’m still pretty confident in it other than:
use one giant neural network, or use more than one
I’d generalize this to “use one end-to-end learning system, or more than one”.