ATMoS: Autonomous Threat Mitigation in SDN using Reinforcement Learning.
Iman AkbariEzzeldin TahounMohammad A. SalahuddinNoura LimamRaouf BoutabaPublished in: NOMS (2020)
Keyphrases
- reinforcement learning
- autonomous learning
- function approximation
- learning capabilities
- cooperative
- learning algorithm
- reinforcement learning algorithms
- state space
- autonomous mental development
- learning process
- reinforcement learning methods
- countermeasures
- machine learning
- semi autonomous
- model free
- optimal control
- learning problems
- optimal policy
- multi agent
- data mining
- formal specification
- risk management
- action selection
- robotic systems
- privacy issues
- learning agents
- least squares
- decentralized control
- robotic control
- sir model