So, you are talking about motivation. Which depends on the type of learning 
process: it's an equivalent of pure curiosity in unsupervised learning, a 
specific set of "instincts" in supervised learning, or some indirect 
conditioning values in reinforcement learning. The 1st is intrinsic to GI, the 
other two types are optional. As Yann LeCun says, unsupervised learning is the 
cake, supervision is the icing, reinforcement is the cherry on top. I only care 
about the cake, you can add whatever toppings you want latter. 
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Artificial General Intelligence List: AGI
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