Evaluate-as-Action: Self-Evaluated Process Rewards for Retrieval-Augmented Agents

Jiangming Shu, Yuxiang Zhang, Ye Ma +2

Retrieval-augmented agents can query external evidence, yet their reliability in multi-step reasoning remains limited: noisy retrieval may derail multi-hop question answering, whil…