One approach to this conundrum is to assume that "awareness" = activation.  
When a concept in the memory is activated, the AGI is aware of it.  The 
question then becomes how to activate these concepts. How to bring about the 
activation. Then the AGI must set a goal to achieve the desired concept's 
activation and formulate or retrieve a solution which achieves the goal.
When actions are taken towards a goal, then reflective processes must evaluate 
the success or failure of the attempt.  In PAM-P2, attempts have a time frame. 
When a particular solution is attempted, if the goal is not achieved within the 
time frame, the solution has failed, otherwise it has succeeded.  Regulatory 
processes will reinforce and recombine successful solutions, and correct failed 
solutions.  Moreover, compensatory processes will act upon the solution to 
achieve a desired state. 
All this is using intrinsic reinforcement, rather than extrinsic reinforcement.
~PM
-----------
> > On 12/07/2013 03:16 AM, Jim Bromer wrote:
> >>
> >> One of the problems is how do you get an AGI program to be 'aware'
> >> that it has found an appropriate solution to 'understanding' a
> >> situation without some kludgy method of external reinforcement?  I
> >> believe that key structural insights may play an important role in
> >> this process. I assume that most learning takes place through an
> >> incremental process of accumulating small pieces of insight or
> >> know-how.
> >>
>
                                          


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AGI
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