Dynamic job shop scheduling using deep reinforcement learning

• المؤلف الرئيسي: Tan, Hong Ming
• مؤلفون آخرون: Shu Jian Jun
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/177529
• المؤسسة: Nanyang Technological University

This FYP project aims to improve on the make span in dynamic job shop scheduling using deep reinforcement learning techniques and testing it with different neural network configurations and comparing the results with heuristic methods. The deep reinforcement learning algorithm is mainly Rainbow Deep...