Fu-Ren Lin and Michael J Shaw. Reengineering the order fulfillment process in supply chain networks. International Journal of Flexible Manufacturing Systems, 10(3):197-229, 1998.
Keely L Croxton. The order fulfillment process. The International Journal of Logistics Management, 2003.
Kaiqing Zhang, Zhuoran Yang, and Tamer Başar. Multi-agent reinforcement learning: A selective overview of theories and algorithms. Handbook of Reinforcement Learning and Control, pages 321-384, 2021.
Lucian Busoniu, Robert Babuska, and Bart De Schutter. A comprehensive survey of multiagent reinforcement learning. IEEE Transactions on Systems, Man, and Cybernetics, 38(2):156-172, 2008.
Greg Brockman, Vicki Cheung, Ludwig Pettersson, Jonas Schneider, John Schulman, Jie Tang, and Wojciech Zaremba. OpenAI gym. arXiv preprint arXiv:1606.01540, 2016.
Anurag Koul. ma-gym: Collection of multi-agent environments based on OpenAI gym. https://github.com/koulanurag/ma-gym, 2019.
J Terry, Benjamin Black, Nathaniel Grammel, Mario Jayakumar, Ananth Hari, Ryan Sullivan, Luis S Santos, Clemens Dieffendahl, Caroline Horsch, Rodrigo Perez-Vicente, et al. Pettingzoo: Gym for multi-agent reinforcement learning. Advances in Neural Information Processing Systems, 34: 15032-15043, 2021.
Yongcong Liu, Yixuan Xiao, and Yue Dai. Omnicolumn retailing with different order fulfillment and return options. International Journal of Production Research, pages 1-22, 2022a.
Sanjith Gopalakrishnan, Moksh Matta, Mona Imanpoor Yourdshahy, and Vivek Choudhary. Go wide or go deep? assortment strategy and order fulfillment in online retail. Manufacturing & Service Operations Management, 25(3):846-861, 2023.
Peng Yang, Zhijie Zhao, and Zuo-Jun Max Shen. A flow picking system for order fulfillment in e-commerce warehouses. IISE Transactions, 53(5):541-551, 2021.
Armagan Bayram and Bahriye Cesaret. Order fulfillment policies for ship-from-store implementation in omni-channel retailing. European Journal of Operational Research, 294(3):987-1002, 2021. ISSN 0377-2217.
Dapei Jiang, Xiangyong Li, Y.P. Aneja, Wei Wang, and Peng Tian. Integrating order delivery and return operations for order fulfillment in an online retail environment. Computers & Operations Research, 143:105749, 2022. ISSN 0305-0548.
Cong Zhang, Wen Song, Zhiguang Cao, Jie Zhang, Puay Siew Tan, and Xu Chi. Learning to dispatch for job shop scheduling via deep reinforcement learning. Advances in Neural Information Processing Systems, 33:1621-1632, 2020.
Renke Liu, Rajesh Piplani, and Carlos Toro. Deep reinforcement learning for dynamic scheduling of a flexible job shop. International Journal of Production Research, 60(13):4049-4069, 2022b.
Haoyuan Hu, Xiaodong Zhang, Xiaowei Yan, Longfei Wang, and Yinghui Xu. Solving a new 3d bin packing problem with deep reinforcement learning method. CoRR, 2017. URL http://arxiv.org/abs/1708.05930.
Lu Duan, Haoyuan Hu, Yu Qian, Yu Gong, Xiaodong Zhang, Jiangwen Wei, and Yinghui Xu. A multi-task selected learning approach for solving 3d flexible bin packing problem. International Conference on Autonomous Agents and Multiagent Systems, pages 1386-1394, 2019.
Afshin Oroojlooyjadid, MohammadReza Nazari, Lawrence V Snyder, and Martin Takáč. A deep q-network for the beer game: Deep reinforcement learning for inventory optimization. Manufacturing & Service Operations Management, 24(1):285-304, 2022.
Bram J De Moor, Joren Gijsbrechts, and Robert N Boute. Reward shaping to improve the performance of deep reinforcement learning in perishable inventory management. European Journal of Operational Research, 301(2):535-545, 2022.