互触发混合自动机:责任敏感安全的一种形式

N. Ozay
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引用次数: 2

摘要

本文介绍了互触发混合自动机,这是一种表示多智能体系统的形式,其中每个智能体都表示为混合自动机,智能体通过触发其“相邻”智能体上的离散过渡(跳跃和重置)进行交互。使用这种形式,我们将责任敏感安全性定义为在触发跳转和重置时尊重彼此的不变性。这使我们能够在单个代理的责任和鲁棒控制不变量集之间建立正式的联系,从而为整个多代理系统的安全性提供组合验证框架。我们讨论了这种观点的几个优点,并以高速公路为例进行了说明。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Inter-triggering hybrid automata: a formalism for responsibility-sensitive safety
This paper introduces inter-triggering hybrid automata, a formalism to represent multi-agent systems where each agent is represented as a hybrid automaton and agents interact by triggering discrete transitions (jumps and resets) on their "neighboring" agents. Using this formalism, we define responsibility-sensitive safety as respecting one another's invariances while triggering jumps and resets. This allows us to make a formal connection between responsibility and robust controlled invariant sets for individual agents, therefore leading to a compositional verification framework for the safety of the overall multi-agent system. We discuss several advantages of this viewpoint and illustrate it on a highway driving example.
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