个人信息：

姓名：邓 杨

专业：管理科学与工程

学号：4120108075

班级：博2046

导师：周支立 教授；Associate Prof. Andy H.F. Chow

学位论文题目：

  基于强化学习的供需不确定性动态资源配置研究

已发表论文目录：

[1] Deng Y, Chow A H F, Yan Y, et al. Hierarchical production control and distribution planning under retail uncertainty with reinforcement learning[J]. International Journal of Production Research, 2025: 1-19. DOI:10.1080/00207543.2025.2452386.

（SCI, ABS 3*, JCR Q1, IF: 7.0, 管理学门类1最有国际影响力的学术期刊，序号：139）

[2] Deng Y, Yan Y, Chow A H F, et al. A proximal policy optimization approach for food delivery problem with reassignment due to order cancellation[J]. Expert Systems with Applications, 2024, 258: 125045. DOI:10.1016/j.eswa.2024.125045.

（SCI, ABS 3*, JCR Q1, IF: 7.5, 管理学门类1最有国际影响力的学术期刊，序号：73）

[3] Yan Y, Deng Y, Cui S, et al. A policy gradient approach to solving dynamic assignment problem for on-site service delivery[J]. Transportation Research Part E Logistics and Transportation Review, 2023, 178: 103260. DOI:10.1016/j.tre.2023.103260.

（SCI, ABS 3*, JCR Q1, IF: 8.3, 管理学门类2最有国际影响力的学术期刊，序号：330）

[4] Yan Y, Wen H, Deng Y, et al. A mixed-integer programming-based Q-learning approach for electric bus scheduling with multiple termini and service routes[J]. Transportation Research Part C Emerging Technologies, 2024, 162: 104570. DOI:10.1016/j.trc.2024.104570.

（SCI, JCR Q1, IF: 7.6, 管理学门类1国际知名学术刊物，序号：596）

[5] Yang Deng. A Collaborative Multi-Agent System for Supply Chain Distributor Selection[C]. 10th METRANS International Urban Freight Conference, Los Angeles, USA., 2025

[6] Yang Deng, Andy Chow, Zhili Zhou. Fair Courier Assignment and Dynamic Food Pricing via Multi-Agent Reinforcement Learning with Communication[C]. 12th Triennial Symposium on Transportation Analysis Conference, Okinawa, Japan, 2025

[7] Yang Deng, Andy Chow, Yimo Yan, Zhili Zhou, Chengshuo Ying and Yong-Hong Kuo. A deep Q-learning approach for food delivery problem with reassignment due to cancellation[C]. The 27th International Conference of Hong Kong Society for Transportation Studies, Hong Kong, China, 2023

[8] Yang Deng, Andy Chow, Zhou Zhili, Chengshuo Ying. Optimization of reselling canceled orders strategy using deep q-networks with a case study of the steel slitting industry[C]. 9th International Symposium on Transport Network Resilience, Hong Kong, China., 2023

公示时间：2025年03月14日