@article{reinforcementlearningforselfimprovingage, title = {Reinforcement Learning for Self-Improving Agent with Skill Library}, author = {Jiongxiao Wang and Qiaojing Yan and Yawei Wang and Yijun Tian and Soumya Smruti Mishra and Zhichao Xu and Megha Gandhi and Panpan Xu and Lin Lee Cheong}, year = {2025}, eprint = {2512.17102}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.17102}, }