Exploration and Exploitation Errors Are Measurable for Language Model Agents.

arXiv:2604.13151v2 Announce Type: replace Abstract: Language Model (LM) agents are increasingly used in complex decision-making tasks, from AI coding to physical AI, where they must both explore a search space and exploit acquired knowledge effectively. Althou