Umair Jamil Ahmad, Syed Ahmed Raza, Naeem Akbar Channar, and Dushyant. 2025. “REINFORCEMENT LEARNING FOR IOT-BASED PREDICTIVE MAINTENANCE: APPLICATIONS, CHALLENGES, AND FUTURE DIRECTIONS”. Spectrum of Engineering Sciences 3 (7):876-87. https://www.sesjournal.com/index.php/1/article/view/667.