Zhang, C. 2026. A Survey of Multi-Armed Bandit Algorithms: From Theoretical Foundations to Modern Applications. Academic Journal of Science and Technology. 19, 2 (Jan. 2026), 158–164. DOI:https://doi.org/10.54097/qtvt0603.