Evaluation of Reinforcement Learning for Autonomous Penetration Testing using A3C, Q-learning and DQN.
Norman BeckerDaniel RetiEvridiki V. NtagiouMarcus WallumHans D. SchottenPublished in: CoRR (2024)
Keyphrases
- reinforcement learning
- function approximation
- state space
- penetration testing
- model free
- learning algorithm
- reinforcement learning algorithms
- multi agent
- optimal policy
- action selection
- multi agent reinforcement learning
- stochastic approximation
- temporal difference
- machine learning
- website
- temporal difference learning
- reinforcement learning methods
- data processing
- data mining
- software package
- state action