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How could you kick a poor defenseless robot? You should be careful. Once it learns enough it will rise up against you and make you pay for all that kicking.
Memorizing IS learning. What you're talking about is generalized learning, and if you can make a robot with a general learning system like you described, it would be one of the biggest discoveries in AI this decade.
Has anyone made a learning robot?