@article{rethinkingtheroleofdynamicsparsetraining, title = {Rethinking the Role of Dynamic Sparse Training for Scalable Deep Reinforcement Learning}, author = {Guozheng Ma and Lu Li and Zilin Wang and Haoyu Wang and Shengchao Hu and Leszek Rutkowski and Dacheng Tao}, year = {2025}, eprint = {2510.12096}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.12096}, }