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Entries Tagged as 'AIXI'

Machine Super Intelligence

July 10th, 2008 · 2 Comments

My thesis is now available at lulu.com.  As promised, it’s at cost, which works out at $18 plus shipping.  It’s all under a creative commons licence and in a few months I’ll put the pdf online for free.  I’ll also write a post shortly on all the tricks involved in publishing on lulu.com with LaTeX, [...]

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Tags: AGI · AIXI · Friendly AI · Kolmogorov Complexity · Neuroscience · PhD · Universal Intelligence

Kolmogorov, Solomonoff, AIXI etc. questions

June 25th, 2008 · 47 Comments

Many people seem to have questions about Kolmogorov complexity, Solomonoff induction, algorithmic probability theory, AIXI, the universal intelligence measure and so on.  I don’t always have time to watch all the email lists where these things get discussed, but if you do have any questions, concerns, etc. that you’d like to put to me, feel [...]

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Tags: AIXI · Kolmogorov Complexity · Universal Intelligence

SIAI Canada Academic Prize for 2008

June 23rd, 2008 · 4 Comments

This morning I received the wonderful news that I’ve won the Singularity Institute for Artificial Intelligence - Canada Academic Prize for 2008!
The award is in “recognition of [my] efforts to improve AI theory” and is worth CAD $10,000.  This will certainly help my budget over the next two years while I study at the Gatsby [...]

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Tags: AGI · AIXI · Friendly AI · PhD · Singularity · Universal Intelligence

Compiler constants in universal intelligence

March 10th, 2008 · 2 Comments

In my opinion, the biggest theoretical problem with universal intelligence is the dependence on the reference UTM. The invariance property of Kolmogorov complexity provides some protection, but it’s not really enough. Years ago I thought about a number of ways to try to remedy this. I don’t recall all the possibilities that [...]

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Tags: AIXI · Universal Intelligence