Reward Shaping for Happier Autonomous Cyber Security Agents

Elizabeth Bates, Vasilios Mavroudis, Chris Hicks

As machine learning models become more capable, they have exhibited increased potential in solving complex tasks. One of the most promising directions uses deep reinforcement learn…