@article{dynamicskilllifecyclemanagementforagenti, title = {Dynamic Skill Lifecycle Management for Agentic Reinforcement Learning}, author = {Junhao Shen and Teng Zhang and Xiaoyan Zhao and Hong Cheng}, year = {2026}, eprint = {2605.10923}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.10923}, }