Evolutionary Computation and AI Safety: Research Problems Impeding Routine and Safe Real-world Application of Evolution

June 24, 2019 ยท Declared Dead ยท ๐Ÿ› Genetic Programming Theory and Practice

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Authors Joel Lehman arXiv ID 1906.10189 Category cs.NE: Neural & Evolutionary Cross-listed cs.AI Citations 7 Venue Genetic Programming Theory and Practice Last Checked 4 months ago
Abstract
Recent developments in artificial intelligence and machine learning have spurred interest in the growing field of AI safety, which studies how to prevent human-harming accidents when deploying AI systems. This paper thus explores the intersection of AI safety with evolutionary computation, to show how safety issues arise in evolutionary computation and how understanding from evolutionary computational and biological evolution can inform the broader study of AI safety.
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