: The framework integrates Nmap for initial vulnerability scanning and Metasploit to execute the suggested exploits automatically .
[4] Rapid7, “Metasploit Framework,” 2023. [Online]. Available: https://www.metasploit.com. autopentest-drl
An agent trained on CyberGym fails on real networks due to different service banners, patch levels, and custom applications. : The framework integrates Nmap for initial vulnerability