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Seowoo Jang
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Publications
- 2024
[c19]Yi Tian Xu, Di Wu, Michael Jenkin, Seowoo Jang, Xue Liu, Gregory Dudek
:
Optimizing Energy Saving for Wireless Networks Via Offline Decision Transformer. ICC 2024: 409-414- 2023
[j7]Di Wu, Jimmy Li, Amal Feriani, Yi Tian Xu, Michael Jenkin, Seowoo Jang, Xue Liu, Gregory Dudek:
Reinforcement learning for communication load balancing: approaches and challenges. Frontiers Comput. Sci. 5 (2023)
[c17]Di Wu, Yi Tian Xu, Jimmy Li, Michael Jenkin, Ekram Hossain, Seowoo Jang, Xin Yang, Charlie Zhang, Xue Liu, Gregory Dudek:
Learning to Adapt: Communication Load Balancing via Adaptive Deep Reinforcement Learning. GLOBECOM 2023: 2973-2978
[c15]Di Wu, Yi Tian Xu, Michael Jenkin, Seowoo Jang, Ekram Hossain, Xue Liu, Gregory Dudek:
Energy Saving in Cellular Wireless Networks via Transfer Deep Reinforcement Learning. GLOBECOM 2023: 7019-7024
[c13]Abhisek Konar, Di Wu, Yi Tian Xu, Seowoo Jang, Steve Liu, Gregory Dudek:
Communication Load Balancing via Efficient Inverse Reinforcement Learning. ICC 2023: 472-478
[i3]Yi Tian Xu, Jimmy Li, Di Wu, Michael Jenkin, Seowoo Jang, Xue Liu, Gregory Dudek:
Policy Reuse for Communication Load Balancing in Unseen Traffic Scenarios. CoRR abs/2303.16685 (2023)
[i2]Abhisek Konar, Di Wu, Yi Tian Xu, Seowoo Jang, Steve Liu, Gregory Dudek:
Communication Load Balancing via Efficient Inverse Reinforcement Learning. CoRR abs/2303.16686 (2023)- 2022
[j5]Amal Feriani
, Di Wu
, Yi Tian Xu, Jimmy Li
, Seowoo Jang, Ekram Hossain
, Xue Liu, Gregory Dudek:
Multiobjective Load Balancing for Multiband Downlink Cellular Networks: A Meta- Reinforcement Learning Approach. IEEE J. Sel. Areas Commun. 40(9): 2614-2629 (2022)
[c9]Manyou Ma, Di Wu, Yi Tian Xu, Jimmy Li, Seowoo Jang, Xue Liu, Gregory Dudek:
Coordinated Load Balancing in Mobile Edge Computing Network: a Multi-Agent DRL Approach. ICC 2022: 619-624
[c8]Jimmy Li, Di Wu, Yi Tian Xu, Tianyu Li, Seowoo Jang, Xue Liu, Gregory Dudek:
Traffic Scenario Clustering and Load Balancing with Distilled Reinforcement Learning Policies. ICC 2022: 1536-1541- 2021
[c5]Chengming Hu
, Xi Chen, Ju Wang, Hang Li, Jikun Kang, Yi Tian Xu, Xue Liu, Di Wu, Seowoo Jang, Intaik Park, Gregory Dudek:
AFB: Improving Communication Load Forecasting Accuracy with Adaptive Feature Boosting. GLOBECOM 2021: 1-6

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