@article{countcountsmotivatingexplorationinllmrea, title = {Count Counts: Motivating Exploration in LLM Reasoning with Count-based Intrinsic Rewards}, author = {Xuan Zhang and Ruixiao Li and Zhijian Zhou and Long Li and Yulei Qin and Ke Li and Xing Sun and Xiaoyu Tan and Chao Qu and Yuan Qi}, year = {2025}, eprint = {2510.16614}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.16614}, }