@article{reviewrefinerepeatunderstandingiterative, title = {Review, Refine, Repeat: Understanding Iterative Decoding of AI Agents with Dynamic Evaluation and Selection}, author = {Souradip Chakraborty and Mohammadreza Pourreza and Ruoxi Sun and Yiwen Song and Nino Scherrer and Jindong Gu and Furong Huang and Amrit Singh Bedi and Ahmad Beirami and Hamid Palangi and Tomas Pfister}, year = {2025}, eprint = {2504.01931}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2504.01931v1}, }