@article{comprehensivereviewofreinforcement, title = {Comprehensive Review of Reinforcement Learning for Medical Ultrasound Imaging}, author = {Hanae Elmekki and Saidul Islam and Ahmed Alagha and Hani Sami and Amanda Spilkin and Ehsan Zakeri and Antonela Mariel Zanuttini and Jamal Bentahar and Lyes Kadem and Wen-Fang Xie and Philippe Pibarot and Rabeb Mizouni and Hadi Otrok and Shakti Singh and Azzam Mourad}, year = {2025}, eprint = {2503.16543}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2503.16543v1}, }