Update: Jurgen Schmidhuber kindly suggested some corrections concerning the early work on intrinsic motivation, subgoal discovery and artificial curiosity since 1990, which I have incorporated and expanded. Suppose your friend just baked and shared an excellent cake with you, and you would like to know its recipe. It might seem that it should be very easy for your friend to just tell you how to co
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