Towards Experienced Anomaly Detector Through Reinforcement Learning.
Chengqiang HuangYulei WuYuan ZuoKe PeiGeyong MinPublished in: AAAI (2018)
Keyphrases
- reinforcement learning
- anomaly detection
- function approximation
- negative selection algorithm
- machine learning
- intrusion detection
- multi agent reinforcement learning
- reinforcement learning algorithms
- temporal difference
- model free
- state space
- markov decision processes
- multi agent
- real time
- temporal difference learning
- learning capabilities
- transfer learning
- reinforcement learning methods
- robotic control
- learning problems
- optimal policy
- dynamic programming
- learning algorithm
- network traffic
- learning agents
- detection method
- supervised learning
- detecting anomalies
- transition model
- learning environment
- emerging topics