Clearing the Fog: Towards Installing and Refining Proactive Exploration Capabilities in LLM Agents

Zhizhao Guan, Chen Huang, Ziming Liu +5

We study proactive exploration in LLM agents, i.e., the ability to explore an environment to acquire information that improves future decision-making. In this regard, we first iden…