@article{improvingrlexplorationforllmreasoning, title = {Improving RL Exploration for LLM Reasoning through Retrospective Replay}, author = {Shihan Dou and Muling Wu and Jingwen Xu and Rui Zheng and Tao Gui and Qi Zhang and Xuanjing Huang}, year = {2025}, eprint = {2504.14363}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2504.14363v1}, }