Effects of action masking on deep reinforcement learning for inventory management

• Main Author: Goh, Bryan Zheng Ting
• Other Authors: Lee Bu Sung, Francis
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Industrial engineering::Supply chain
• Online Access: https://hdl.handle.net/10356/166091
• Institution: Nanyang Technological University

Inventory Management has always been a crucial part of Supply Chain Management, and not managing it carefully would lead to unnecessary inventory costs such as lost sales and holding cost. Over the years, many researchers have investigated solutions and systems in the field of operations research to...