交互式系统异常检测（英文版）

英文标题：Interactive System-wise Anomaly Detection中文摘要：提出了一种交互式系统异常检测方法 InterSAD，采用马尔可夫决策过程建模交互系统，并开发了一种端到端方法，包括编码器 - 解码器模块和策略网络，通过试错法收集数据，并采用回放缓冲区来稳定学习过程，成功在两种基准环境中进行了实验。英文摘要：Anomaly detection, where data instances are discovered containing featurepatterns different from the majority, plays a fundamental role in variousapplications. However, it is challenging for existing methods to handle thescenarios where the instances are systems whose characteristics are not readilyobserved as data. Appropriat