@article{r1searcherincentivizingthedynamic, title = {R1-Searcher++: Incentivizing the Dynamic Knowledge Acquisition of LLMs via Reinforcement Learning}, author = {Huatong Song and Jinhao Jiang and Wenqing Tian and Zhipeng Chen and YuHuan Wu and Jiahao Zhao and Yingqian Min and Wayne Xin Zhao and Lei Fang and Ji-Rong Wen}, year = {2025}, eprint = {2505.17005}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.17005v1}, }