Reinforcement Learning for Autonomous Defence in Software-Defined Networking.
Yi HanBenjamin I. P. RubinsteinTamas AbrahamTansu AlpcanOlivier Y. de VelSarah M. ErfaniDavid HubczenkoChristopher LeckiePaul MontaguePublished in: GameSec (2018)
Keyphrases
- reinforcement learning
- software development
- autonomous learning
- neural network
- cooperative
- machine learning
- software design
- software systems
- software package
- open source
- computer systems
- markov decision processes
- function approximation
- hardware design
- high speed
- state space
- optimal policy
- test cases
- learning process
- software architecture
- software developers
- user interface
- learning capabilities
- information systems