@article{rlvescalingupreinforcementlearningforlan, title = {RLVE: Scaling Up Reinforcement Learning for Language Models with Adaptive Verifiable Environments}, author = {Zhiyuan Zeng and Hamish Ivison and Yiping Wang and Lifan Yuan and Shuyue Stella Li and Zhuorui Ye and Siting Li and Jacqueline He and Runlong Zhou and Tong Chen and Chenyang Zhao and Yulia Tsvetkov and Simon Shaolei Du and Natasha Jaques and Hao Peng and Pang Wei Koh and Hannaneh Hajishirzi}, year = {2025}, eprint = {2511.07317}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.07317}, }