Deep SARSA-based reinforcement learning approach for anomaly network intrusion detection system.
Safa MohamedRidha EjbaliPublished in: Int. J. Inf. Sec. (2023)
Keyphrases
- reinforcement learning
- reinforcement learning algorithms
- function approximation
- anomaly detection
- temporal difference learning
- function approximators
- state space
- intrusion detection
- intrusion detection system
- learning algorithm
- model free
- markov decision processes
- rl algorithms
- temporal difference
- control problems
- transfer learning
- network traffic
- detecting anomalies
- dynamic programming
- action selection
- learning process
- multi agent
- deep learning
- mountain car
- eligibility traces
- machine learning
- markov decision process
- single agent
- learning capabilities
- unsupervised learning
- learning agent
- action space
- policy evaluation
- optimal control
- evaluation function