A seminar was held today, Sunday, September 21, 2025, to present the results of the doctoral dissertation of researcher: Nourhan Mohamed Galal Khilaf titled: "Deep Reinforcement Learning for Solving Waste Management Heterogenous Vehicle Routing Problem" "Deep Reinforcement Learning for Solving the Heterogeneous Vehicle Routing Problem for Waste Management" In the presence of: Prof. Dr. Mohi Mohamed Hadhoud, former Vice President for Education and Student Affairs - Full-Time Professor in the Faculty's Information Technology Department Prof. Dr. Hatem Mohamed Sayed Ahmed, Dean of the Faculty of Computers and Information, Menoufia University Prof. Dr. Osama Abdel Raouf, Dean of the Faculty of Artificial Intelligence, Menoufia University Prof. Dr. Ahmed Kafafi, Vice Dean of the Faculty of Artificial Intelligence for Education and Student Affairs, Menoufia University A group of supporting staff members