Search Results for author: Yingying He

Found 3 papers, 1 papers with code

Semi-supervised learning via DQN for log anomaly detection

no code implementations6 Jan 2024 Yingying He, Xiaobing Pei

To enhance the model's capability in learning anomalies, we devise a joint reward function that encourages the model to utilize labeled anomalies and explore unlabeled anomalies, thereby reducing false positives and false negatives.

Deep Reinforcement Learning reinforcement-learning +1

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