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Cong Zhang
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Publications
- 2025
- [j160]Jing Sun, Cong Zhang, Zhiguang Cao:
Collaboration with Dynamic Open Ad Hoc Team via Team State Modelling. Trans. Mach. Learn. Res. 2025 (2025) - [c130]Yifan Yang, Gang Chen, Hui Ma, Cong Zhang, Zhiguang Cao, Mengjie Zhang:
Graph Assisted Offline-Online Deep Reinforcement Learning for Dynamic Workflow Scheduling. ICLR 2025 - 2024
- [c112]Cong Zhang, Zhiguang Cao, Wen Song, Yaoxin Wu, Jie Zhang:
Deep Reinforcement Learning Guided Improvement Heuristic for Job Shop Scheduling. ICLR 2024 - [c105]Cong Zhang, Zhiguang Cao, Yaoxin Wu, Wen Song, Jing Sun:
Learning Topological Representations with Bidirectional Graph Attention Network for Solving Job Shop Scheduling Problem. UAI 2024: 4192-4208 - [i55]Cong Zhang, Zhiguang Cao, Yaoxin Wu, Wen Song, Jing Sun:
Learning Topological Representations with Bidirectional Graph Attention Network for Solving Job Shop Scheduling Problem. CoRR abs/2402.17606 (2024) - 2023
- [j86]Rongkai Zhang
, Cong Zhang
, Zhiguang Cao
, Wen Song
, Puay Siew Tan
, Jie Zhang, Bihan Wen
, Justin Dauwels:
Learning to Solve Multiple-TSP With Time Window and Rejections via Deep Reinforcement Learning. IEEE Trans. Intell. Transp. Syst. 24(1): 1325-1336 (2023) - 2022
- [i21]Rongkai Zhang, Cong Zhang, Zhiguang Cao, Wen Song
, Puay Siew Tan
, Jie Zhang, Bihan Wen, Justin Dauwels:
Learning to Solve Multiple-TSP with Time Window and Rejections via Deep Reinforcement Learning. CoRR abs/2209.06094 (2022) - [i19]Cong Zhang, Wen Song
, Zhiguang Cao, Jie Zhang, Puay Siew Tan, Chi Xu:
Learning to Search for Job Shop Scheduling via Deep Reinforcement Learning. CoRR abs/2211.10936 (2022) - 2020
- [c54]Cong Zhang, Wen Song, Zhiguang Cao, Jie Zhang, Puay Siew Tan, Chi Xu:
Learning to Dispatch for Job Shop Scheduling via Deep Reinforcement Learning. NeurIPS 2020 - [i3]Cong Zhang, Wen Song, Zhiguang Cao, Jie Zhang, Puay Siew Tan, Chi Xu:
Learning to Dispatch for Job Shop Scheduling via Deep Reinforcement Learning. CoRR abs/2010.12367 (2020)

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