@article{towardtrainingsuperintelligentsoftwareag, title = {Toward Training Superintelligent Software Agents through Self-Play SWE-RL}, author = {Yuxiang Wei and Zhiqing Sun and Emily McMilin and Jonas Gehring and David Zhang and Gabriel Synnaeve and Daniel Fried and Lingming Zhang and Sida Wang}, year = {2025}, eprint = {2512.18552}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.18552}, }