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Top 20 Risk Management Software 2019 - Compare Reviews
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proiectum  erm 
10 days ago by jerco3000
[1709.05703] AI Programmer: Autonomously Creating Software Programs Using Genetic Algorithms
In this paper, we present the first-of-its-kind machine learning (ML) system, called AI Programmer, that can automatically generate full software programs requiring only minimal human guidance. At its core, AI Programmer uses genetic algorithms (GA) coupled with a tightly constrained programming language that minimizes the overhead of its ML search space. Part of AI Programmer's novelty stems from (i) its unique system design, including an embedded, hand-crafted interpreter for efficiency and security and (ii) its augmentation of GAs to include instruction-gene randomization bindings and programming language-specific genome construction and elimination techniques. We provide a detailed examination of AI Programmer's system design, several examples detailing how the system works, and experimental data demonstrating its software generation capabilities and performance using only mainstream CPUs.
erm  kinda-sorta-familiar  wheel-reinvention  genetic-programming  system-of-professions  to-write-about  to-you-know-REALLY-WRITE-ABOUT 
september 2017 by Vaguery

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