当前位置: X-MOL 学术arXiv.cs.LO › 论文详情
Our official English website, www.x-mol.net, welcomes your feedback! (Note: you will need to create a separate account there.)
A Deontic Logic Analysis of Autonomous Systems' Safety
arXiv - CS - Logic in Computer Science Pub Date : 2020-09-01 , DOI: arxiv-2009.00738
Colin Shea-Blymyer, Houssam Abbas

We consider the pressing question of how to model, verify, and ensure that autonomous systems meet certain \textit{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.

中文翻译:

自主系统安全的道义逻辑分析

我们考虑如何建模、验证和确保自主系统满足某些 \textit{obligations}(如遵守交通法规的义务),并避免不允许的行为(如鲁莽改变车道)的紧迫问题。时序逻辑在自主系统设计中大量使用;然而,正如我们在此说明的,单独的时间(alethic)逻辑不适用于推理自治系统的义务。本文建议使用支配行为功利主义 (DAU),一种代理的道义逻辑,对自治系统的义务进行编码和推理。我们使用 DAU 将英特尔的责任敏感安全 (RSS) 提案作为真实案例研究进行分析。我们证明了 DAU 可以表达良定的 RSS 规则,正式推导出这些规则的不良后果,
更新日期:2020-09-03
down
wechat
bug