@article{efficientreinforcementlearningbyreducing, title = {Efficient Reinforcement Learning by Reducing Forgetting with Elephant Activation Functions}, author = {Qingfeng Lan and Gautham Vasan and A. Rupam Mahmood}, year = {2025}, eprint = {2509.19159}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.19159}, }