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The Essence of Intelligence Is Predictive Coding
The most intelligent systems don't have as much common sense as a house cat. So how is it that cats learn? And cats don't do a whole lot of reasoning. Can we get machines to learn hierarchical representations of action plans? Also gradient-based learning, which is really what deep learning is about.