Author

Bettina Könighofer

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Book Open access Aug 2026

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

This work presents ATLAS (Automata Learning for Agent Trajectory Analysis and Strategy Discovery), an approach for recovering interpretable behavioral models from agent trajectories that enable systematic understanding and analysis of otherwise opaque AI agents.

Ignacio D. Lopez-Miguel, A. Happe, Jürgen Cito et al. · Proceedings of the ACM/IEEE... · 0 citations