Ask the Expert: LLM-Guided Reinforcement Learning for Autonomous Cyber Defense

Fernando Martinez, Abhishek Satyam, Tao Li +3

Policy-based reinforcement learning (RL) approaches have produced promising results for autonomous cyber defense; however, they are sample-inefficient in settings where defenders m…