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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 CAP6938Neuroevolution 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 • A path to solving AI
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
Location within Science Neuroevolution Biology AI EC Neuroscience NNs Artificial Embryogeny Consciousness?