InfoPO: Information-Driven Policy Optimization for User-Centric Agents

Fanqi Kong, Jiayi Zhang, Mingyi Deng +3

Real-world user requests to LLM agents are often underspecified. Agents must interact to acquire missing information and make correct downstream decisions. However, current multi-t…