Deep reinforcement learning-based dynamic scheduling

• Main Author: Liu, Renke
• Other Authors: Rajesh Piplani
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Computer science and engineering; Engineering::Industrial engineering
• Online Access: https://hdl.handle.net/10356/158353
• Institution: Nanyang Technological University

Attempts to address the production scheduling problem thus far rely on simplifying assumptions, such as static environment and inflexible size of the problem, which compromises the schedule performance in practice due to many unpredictable disruptions to the system. Thus, the study of scheduling in...