VulnMitigator.VulnMitigator is a PyQt6 defensive tool using tabular Q-learning to prioritize vulnerability patching. It loads/generates CVE data, trains an RL agent, provides heuristic fallback, recommends next patch, simulates episodes, tracks expected risk reduction, and allows saving/loading agents for secure, informed mitigation planning.