@article{advantagelevelaggregationreinforcementle, title = {Advantage-level Aggregation Reinforcement Learning for X-point Target Magnetic Configuration Control in an EXL-50U Experiment-Calibrated Simulation Environment}, author = {Siqi Ding and Xuanhe Wang and Pei Guo and Guoyang Shi and Changquan Yu and Yiting Wang and Xianming Song and Xiang Gu and Zhengyuan Chen and Lei Xing and Yapeng Zhang and Jianguo Chen and Tianyuan Liu}, year = {2026}, eprint = {2608.20834}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2608.20834}, }