Canhuang Dai

Reinforcement Learning with Safe Exploration for Network Security

Safe reinforcement learning is important for the safety critical applications especially network security, as the exploration of some dangerous actions can result in huge short-term losses such as network failure or large scale privacy leakage. In this paper, we propose a reinforcement learning algo…