Jiangming Shu, Yuxiang Zhang, Ye Ma, Xueyuan Lin, Jitao Sang

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

arXiv:2603.09203v1 Announce Type: new Abstract: Retrieval-augmented agents can query external evidence, yet their reliability in multi-step reasoning remains limited: noisy retrieval may derail multi-hop question …