@article{depthbreadthsynergyinrlvrunlockingllmrea, title = {Depth-Breadth Synergy in RLVR: Unlocking LLM Reasoning Gains with Adaptive Exploration}, author = {Zhicheng Yang and Zhijiang Guo and Yinya Huang and Yongxin Wang and Dongchun Xie and Hanhui Li and Yiwei Wang and Xiaodan Liang and Jing Tang}, year = {2025}, eprint = {2508.13755}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.13755}, }