Exploring the Efficacy of Multi-Agent Reinforcement Learning for Autonomous Cyber Defence: A CAGE Challenge 4 Perspective. - Mitchell Kiely; Metin Ahiskali; Etienne Borde; Benjamin Bowman; David Bowman; Dirk Van Bruggen; KC Cowan; Prithviraj Dasgupta; Erich Devendorf; Ben Edwards; Alex Fitts; Sunny Fugate; et al. (AAAI, 2025)

An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents. - Gregory Palmer; Luke Swaby; Daniel J. B. Harrold; Matthew Stewart; Alex Hiles; Chris Willis; Ian Miles; Sara Farmer (CoRR, 2025)

Guidelines for Applying RL and MARL in Cybersecurity Applications. - Vasilios Mavroudis; Gregory Palmer; Sara Farmer; Kez Smithson Whitehead; David Foster; Adam Price; Ian Miles; Alberto Caron; Stephen Pasteris (CoRR, 2025)