@article{efficientagenticreinforcementlearningwit, title = {Efficient Agentic Reinforcement Learning with On-Policy Intrinsic Knowledge Boundary Enhancement}, author = {Dingwei Chen and Zefang Zong and Zhipeng Ma and Leo Luo and Yang Li and Chengming Li and Peng Chen and Jie Jiang}, year = {2026}, eprint = {2605.26952}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.26952}, }