论文标题

人工智能是否会自行决定执行市场操纵? - 一种遗传算法在人工市场模拟中学习

Does an artificial intelligence perform market manipulation with its own discretion? -- A genetic algorithm learns in an artificial market simulation

论文作者

Mizuta, Takanobu

论文摘要

已经讨论了谁应负责对人工智能进行市场操纵的责任。在这项研究中,我使用一种在人工市场模拟中学习的遗传算法构建了人工智能,并研究了人工智能是否通过人工市场模拟来发现市场操纵,尽管人工智能建造者没有市场操纵的意图。结果,人工智能将市场操纵视为一种最佳投资策略。该结果表明需要进行监管,例如义务人工智能的建造者,以防止人工智能执行市场操纵。

Who should be charged with responsibility for an artificial intelligence performing market manipulation have been discussed. In this study, I constructed an artificial intelligence using a genetic algorithm that learns in an artificial market simulation, and investigated whether the artificial intelligence discovers market manipulation through learning with an artificial market simulation despite a builder of artificial intelligence has no intention of market manipulation. As a result, the artificial intelligence discovered market manipulation as an optimal investment strategy. This result suggests necessity of regulation, such as obligating builders of artificial intelligence to prevent artificial intelligence from performing market manipulation.

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