自主系统安全性的道义逻辑分析

Colin Shea-Blymyer, Houssam Abbas
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引用次数: 2

摘要

我们考虑了一个紧迫的问题,即如何建模、验证和确保自动驾驶系统满足某些义务(如遵守交通法规的义务),并避免不允许的行为(如鲁莽地改变车道)。时间逻辑在自治系统设计中被大量使用;然而,正如我们在这里说明的那样,时间(真性)逻辑单独不适合对自治系统的义务进行推理。本文提出利用支配行为功利主义(DAU)这一代理道义逻辑对自治系统的义务进行编码和推理。我们使用DAU来分析英特尔的责任敏感安全(Responsibility-Sensitive Safety, RSS)提案,并将其作为现实世界的案例研究。我们证明了DAU可以表达良好的RSS规则,从形式上推导出这些规则的不良后果,说明了DAU如何帮助设计具有特定义务的系统,以及如何对DAU义务进行模型检查。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A deontic logic analysis of autonomous systems' safety
We consider the pressing question of how to model, verify, and ensure that autonomous systems meet certain obligations (like the obligation to respect traffic laws), and refrain from impermissible behavior (like recklessly changing lanes). Temporal logics are heavily used in autonomous system design; however, as we illustrate here, temporal (alethic) logics alone are inappropriate for reasoning about obligations of autonomous systems. This paper proposes the use of Dominance Act Utilitarianism (DAU), a deontic logic of agency, to encode and reason about obligations of autonomous systems. We use DAU to analyze Intel's Responsibility-Sensitive Safety (RSS) proposal as a real-world case study. We demonstrate that DAU can express well-posed RSS rules, formally derive undesirable consequences of these rules, illustrate how DAU could help design systems that have specific obligations, and how to model-check DAU obligations.
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