@article{opticerareinforcementlearningframeworkfo, title = {OPTIC-ER: A Reinforcement Learning Framework for Real-Time Emergency Response and Equitable Resource Allocation in Underserved African Communities}, author = {Mary Tonwe}, year = {2025}, eprint = {2508.12943}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.12943}, }