@article{toolintegratedreinforcementlearningforre, title = {Tool-integrated Reinforcement Learning for Repo Deep Search}, author = {Zexiong Ma and Chao Peng and Qunhong Zeng and Pengfei Gao and Yanzhen Zou and Bing Xie}, year = {2025}, eprint = {2508.03012}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.03012}, }