Thanks Russ, 
This will make good reading.  I had actually downloaded the Emotional Cogntive 
e-book sometime ago, but did not peruse it.Guess I got distracted.
Cheers, and happy New Year.
~PM (Michael Miller)

Date: Tue, 31 Dec 2013 23:34:14 -0600
Subject: Re: [agi] Problem [Space] formulation
From: [email protected]
To: [email protected]


Aaron wrote:Autoencoders, PCA, and their close relatives are the only methods 
to date which even attempt to solve this problem, to my knowledge. These two 
families of algorithms are specifically engineered to the task of identifying 
features without supervision. Both are data intensive, and I think this is 
probably intrinsic to the task itself. Either you have to know in advance how 
to recognize relevant features, or you have to learn from experience.

Perhaps you my find Perlovsky's work on dynamic logic relevant to some of these 
concerns. Most of the dynamic logic basics are laid out in an open access 
article Grounded Symbols In The Brain, Computational Foundations For Perceptual 
Symbol System. Whereas the paper discusses mostiy lower levels of cognition, he 
addresses the concept of situational awareness, context understanding and 
planning more deeply in his text Emotional Cognitive Neural Algorithms with 
Engineering Applications: Dynamic Logic: From Vague to Crisp




  
    
      
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