arXiv cs.CL
· Papers
RICE-PO: Turning Retrieval Interactions into Credit Signals for Reasoning Agents
arXiv:2605.26352v3 Announce Type: replace Abstract: Retrieval is increasingly moving from one-shot matching toward interactive reasoning, where language agents iteratively inspect evidence, reformulate queries, and search again. Training such agents raises a credit-assignment challenge: executable actions such as queri