AI RESEARCH

RICE-PO: Turning Retrieval Interactions into Credit Signals for Reasoning Agents

arXiv CS.CL

ArXi:2605.26352v1 Announce Type: new Retrieval is increasingly moving from one-shot matching toward interactive reasoning, where language agents iteratively inspect evidence, reformulate queries, and search again