Policy-based reinforcement learning for time series anomaly detection.
Mengran YuShiliang SunPublished in: Eng. Appl. Artif. Intell. (2020)
Keyphrases
- anomaly detection
- reinforcement learning
- optimal policy
- detect anomalies
- policy search
- intrusion detection
- detecting anomalies
- anomalous behavior
- network intrusion detection
- markov decision processes
- function approximation
- network traffic
- network security
- intrusion detection system
- reward function
- state space
- unsupervised anomaly detection
- one class support vector machines
- computer security
- behavior analysis
- unsupervised learning
- network anomaly detection
- malware detection
- detecting anomalous
- machine learning
- supervised learning
- learning algorithm
- negative selection algorithm