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cs.AI2025
Guidelines for Applying RL and MARL in Cybersecurity Applications
Vasilios Mavroudis, Gregory Palmer, Sara Farmer +6
Reinforcement Learning (RL) and Multi-Agent Reinforcement Learning (MARL) have emerged as promising methodologies for addressing challenges in automated cyber defence (ACD). These…
cs.AI2025
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents
Gregory Palmer, Luke Swaby, Daniel J. B. Harrold +5
The recent rise in increasingly sophisticated cyber-attacks raises the need for robust and resilient autonomous cyber-defence (ACD) agents. Given the variety of cyber-attack tactic…