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[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”.

submitted by /u/the_roboticist
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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.