Ben,

How so? Also, do you think it is nonsensical to put some probability
on noncomputable models of the world?

--Abram

On Sun, Oct 19, 2008 at 6:33 PM, Ben Goertzel <[EMAIL PROTECTED]> wrote:
>
> But: it seems to me that, in the same sense that AIXI is incapable of
> "understanding" proofs about uncomputable numbers, **so are we humans** ...
>
> On Sun, Oct 19, 2008 at 6:30 PM, Abram Demski <[EMAIL PROTECTED]> wrote:
>>
>> Matt,
>>
>> Yes, that is completely true. I should have worded myself more clearly.
>>
>> Ben,
>>
>> Matt has sorted out the mistake you are referring to. What I meant was
>> that AIXI is incapable of understanding the proof, not that it is
>> incapable of producing it. Another way of describing it: AIXI could
>> learn to accurately mimic the way humans talk about uncomputable
>> entities, but it would never invent these things on its own.
>>
>> --Abram
>>
>> On Sun, Oct 19, 2008 at 4:32 PM, Matt Mahoney <[EMAIL PROTECTED]>
>> wrote:
>> > --- On Sat, 10/18/08, Abram Demski <[EMAIL PROTECTED]> wrote:
>> >
>> >> No, I do not claim that computer theorem-provers cannot
>> >> prove Goedel's Theorem. It has been done. The objection applies
>> >> specifically to AIXI-- AIXI cannot prove goedel's theorem.
>> >
>> > Yes it can. It just can't understand its own proof in the sense of
>> > Tarski's undefinability theorem.
>> >
>> > Construct a "predictive" AIXI environment as follows: the environment
>> > output symbol does not depend on anything the agent does. However, the 
>> > agent
>> > receives a reward when its output symbol matches the next symbol input from
>> > the environment. Thus, the environment can be modeled as a string that the
>> > agent has the goal of compressing.
>> >
>> > Now encode in the environment a series of theorems followed by their
>> > proofs. Since proofs can be mechanically checked, and therefore found given
>> > enough time (if the proof exists), then the optimal strategy for the agent,
>> > according to AIXI is to guess that the environment receives as input a
>> > series of theorems and that the environment then proves them and outputs 
>> > the
>> > proof. AIXI then replicates its guess, thus correctly predicting the proofs
>> > and maximizing its reward. To prove Goedel's theorem, we simply encode it
>> > into the environment after a series of other theorems and their proofs.
>> >
>> > -- Matt Mahoney, [EMAIL PROTECTED]
>> >
>> >
>> >
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>
>
> --
> Ben Goertzel, PhD
> CEO, Novamente LLC and Biomind LLC
> Director of Research, SIAI
> [EMAIL PROTECTED]
>
> "Nothing will ever be attempted if all possible objections must be first
> overcome "  - Dr Samuel Johnson
>
>
> ________________________________
> agi | Archives | Modify Your Subscription


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