Associate Professor
Supervisor of Master's Candidates
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靳欣. Deep Reinforcement Learning for Dynamic Twin Automated Stacking Cranes Scheduling Problem. ELECTRONICS, 2023.
. Container stacking optimization based on Deep Reinforcement Learning. Engineering Applications of Artificial Intelligence, 2023.
Zhiguang Cao. Using Reinforcement Learning to Minimize the Probability of Delay Occurrence in Transportation. IEEE Transactions on Vehicular Technology, 2424, 2020.
宋文. Stochastic Economic Lot Scheduling via Self-Attention Based Deep Reinforcement Learning. 《IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING》, 1-12, 2023.
. A review on learning to solve combinatorial optimisation problems in manufacturing. 5, 2023.
. Learning to Solve Multiple-TSP With Time Window and Rejections via Deep Reinforcement Learning. IEEE Transactions on Intelligent Transportation Systems, 24, 1325-1336, 2022.
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Working-Papers