@article{alyapunovdriftpluspenaltymethodtailored, title = {A Lyapunov Drift-Plus-Penalty Method Tailored for Reinforcement Learning with Queue Stability}, author = {Wenhan Xu and Jiashuo Jiang and Lei Deng and Danny Hin-Kwok Tsang}, year = {2025}, eprint = {2506.04291}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.04291v1}, }