Creative AI Through Evolutionary Computation

January 12, 2019 ยท Declared Dead ยท ๐Ÿ› SN Computer Science

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Authors Risto Miikkulainen arXiv ID 1901.03775 Category cs.NE: Neural & Evolutionary Cross-listed cs.AI, cs.LG Citations 22 Venue SN Computer Science Last Checked 4 months ago
Abstract
The main power of artificial intelligence is not in modeling what we already know, but in creating solutions that are new. Such solutions exist in extremely large, high-dimensional, and complex search spaces. Population-based search techniques, i.e. variants of evolutionary computation, are well suited to finding them. These techniques are also well positioned to take advantage of large-scale parallel computing resources, making creative AI through evolutionary computation the likely "next deep learning".
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