@article{scalablereinforcementlearningviaadaptive, title = {Scalable Reinforcement Learning via Adaptive Batch Scaling}, author = {Jongchan Park}, year = {2026}, eprint = {2605.21557}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.21557}, }