@article{aforgetandgrowstrategyfordeepreinforceme, title = {A Forget-and-Grow Strategy for Deep Reinforcement Learning Scaling in Continuous Control}, author = {Zilin Kang and Chenyuan Hu and Yu Luo and Zhecheng Yuan and Ruijie Zheng and Huazhe Xu}, year = {2025}, eprint = {2507.02712}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.02712}, }