Real Clear Technology - 12.8.13 by Marcus Hutter
The above equation rigorously and uniquely defines a super-intelligent agent that learns to act optimally in arbitrary unknown environments. One can prove amazing properties of this agent – in fact, one can prove that in a certain sense AIXI is the most intelligent system possible.Intelligence is a very difficult concept and, until recently, no one has succeeded in giving it a satisfactory formal definition.
Most researchers have given up grappling with the notion of intelligence in full generality, and instead focus on related but more limited concepts – but I argue that mathematically defining intelligence is not only possible, but crucial to understanding and developing super-intelligent machines.
From this, my research group has even successfully developed software that can learn to play Pac-Man from scratch.
Let me explain – but first, we need to define “intelligence”.
Read more>>
Follow me on Twitter. Please subscribe to our news feed. Get regular updates via Email. Contact us for advertising inquiries.
0 comments :
Post a Comment