Building Better Environments for Autonomous Cyber Defence

Chris Hicks, Elizabeth Bates, Shae McFadden +12

In November 2025, the authors ran a workshop on the topic of what makes a good reinforcement learning (RL) environment for autonomous cyber defence (ACD). This paper details the kn…