@article{agenticreinforcementlearningforrealworld, title = {Agentic Reinforcement Learning for Real-World Code Repair}, author = {Siyu Zhu and Anastasiya Karpovich and Albert Chen and Jessica Koscheka and Shailesh Jannu and Di Wen and Yuqing Zhu and Rohit Jain and Alborz Geramifard}, year = {2025}, eprint = {2510.22075}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.22075}, }