@article{aphysicsinformedmachinelearningframework, title = {A Physics-Informed Machine Learning Framework for Safe and Optimal Control of Autonomous Systems}, author = {Manan Tayal and Aditya Singh and Shishir Kolathaya and Somil Bansal}, year = {2025}, eprint = {2502.11057}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2502.11057v3}, }