ATLAS: Discovering Agent Strategies through LLM-Guided Abstraction and Automata Learning

Ignacio D. Lopez-Miguel, Andreas Happe, Jürgen Cito +3

Large Language Model (LLM)-based agents are increasingly used for complex tasks such as software testing and cybersecurity assessment. While these agents demonstrate impressive cap…