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Introduction to CAP6938 Neuroevolution and Artificial Embryogeny

Introduction to CAP6938 Neuroevolution and Artificial Embryogeny. Dr. Kenneth Stanley January 8, 2006. What Is this Class About?. The automated search for complexity Neural Networks + Evolutionary Computation = Neuroevolution Artificial Embryogeny Not just neural networks

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Introduction to CAP6938 Neuroevolution and Artificial Embryogeny

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  1. Introduction to CAP6938Neuroevolution and Artificial Embryogeny Dr. Kenneth Stanley January 8, 2006

  2. What Is this Class About? • The automated search for complexity • Neural Networks + Evolutionary Computation • = Neuroevolution • Artificial Embryogeny • Not just neural networks • A path to solving AI

  3. How Does this Relate to AI? • Human-level intelligence requires astronomical complexity • 100 trillion connections in the human brain • Researchers are looking for the right parts and how to combine them • We can do it by analysis or through search • This class is about automating the search

  4. Location within Science Neuroevolution Biology AI EC Neuroscience NNs Artificial Embryogeny Consciousness?

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