Dr. Khurram Zeeshan Haider, Mubashir Iqbal, Imran Ali Channa*, Hina Shoaib, Nauman Zafar Hashmi, and Kainat Rizwan. “REINFORCEMENT LEARNING-BASED TRAFFIC SIGNAL OPTIMIZATION FOR SMART CITIES”. Spectrum of Engineering Sciences 3, no. 9 (September 8, 2025): 446–458. Accessed October 5, 2026. https://www.thesesjournal.com.medicalsciencereview.com/index.php/1/article/view/973.