@article{improveddeeplearningmethodsforlarge, title = {Pontryagin-Guided Deep Learning for Large-Scale Constrained Dynamic Portfolio Choice}, author = {Jeonggyu Huh and Jaegi Jeon and Hyeng Keun Koo and Byung Hwa Lim}, year = {2025}, eprint = {2501.12600}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2501.12600v4}, }