@article{universalapproximationtheoremfordeepq, title = {Universal Approximation Theorem for Deep Q-Learning via FBSDE System}, author = {Qian Qi}, year = {2025}, eprint = {2505.06023}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.06023v1}, }