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May, 2024
使用时间度量预测的学习性组件系统安全监控
System Safety Monitoring of Learned Components Using Temporal Metric Forecasting
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Sepehr Sharifi, Andrea Stocco, Lionel C. Briand
TL;DR
基于概率时序预测的安全监测方法在学习增强型自主系统中起到关键作用,通过深度学习模型,特别是Temporal Fusion Transformer模型,可以有效地预测飞行安全违规事件,保证系统在操作过程中的安全性。
Abstract
In
learning-enabled autonomous systems
,
safety monitoring
of learned components is crucial to ensure their outputs do not lead to system safety violations, given the operational context of the system. However, de
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