Less is more? Rewards in RL for Cyber Defence

Elizabeth Bates, Chris Hicks, Vasilios Mavroudis

The last few years have seen an explosion of interest in autonomous cyber defence agents based on deep reinforcement learning. Such agents are typically trained in a cyber gym envi…