Model-Free Deep Reinforcement Learning in Software-Defined Networks

Luke Borchjes, Clement Nyirenda, Louise Leenen

This paper compares two deep reinforcement learning approaches for cyber security in software defined networking. Neural Episodic Control to Deep Q-Network has been implemented and…