@article{rlpinnsreinforcementlearningdriven, title = {RL-PINNs: Reinforcement Learning-Driven Adaptive Sampling for Efficient Training of PINNs}, author = {Zhenao Song}, year = {2025}, eprint = {2504.12949}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2504.12949v1}, }