@article{agentreinforcementlearningviapivotalawar, title = {Agent Reinforcement Learning via Pivotal-Aware Self-Feedback Retry}, author = {Weiyang Guo and Zesheng Shi and Longhui Zhang and Zeen Zhu and Min Zhang and Jing Li}, year = {2026}, eprint = {2607.03702}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.03702}, }