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Journal Articles
- 2022
[j5]Ruijin Ding
, Yadong Xu, Feifei Gao, Xuemin Shen:
Trajectory Design and Access Control for Air-Ground Coordinated Communications System With Multiagent Deep Reinforcement Learning. IEEE Internet Things J. 9(8): 5785-5798 (2022)- [j4]Ruijin Ding, Jiawei Chen, Wen Wu, Jun Liu, Feifei Gao, Xuemin Shen:
Packet Routing in Dynamic Multi-Hop UAV Relay Network: A Multi-Agent Learning Approach. IEEE Trans. Veh. Technol. 71(9): 10059-10072 (2022) - 2020
- [j3]Yu Zhang, Zhiyu Mou, Feifei Gao, Jing Jiang, Ruijin Ding, Zhu Han:
UAV-Enabled Secure Communications by Multi-Agent Deep Reinforcement Learning. IEEE Trans. Veh. Technol. 69(10): 11599-11611 (2020) - [j2]Ruijin Ding, Feifei Gao, Xuemin Sherman Shen:
3D UAV Trajectory Design and Frequency Band Allocation for Energy-Efficient and Fair Communication: A Deep Reinforcement Learning Approach. IEEE Trans. Wirel. Commun. 19(12): 7796-7809 (2020) - 2019
- [j1]Ruijin Ding, Yadong Xu, Feifei Gao, Xuemin Shen, Wen Wu:
Deep Reinforcement Learning for Router Selection in Network With Heavy Traffic. IEEE Access 7: 37109-37120 (2019)
Conference and Workshop Papers
- 2023
- [c4]Xiong-Hui Chen, Yang Yu, Zhengmao Zhu, Zhihua Yu, Zhenjun Chen, Chenghe Wang, Yinan Wu, Rong-Jun Qin, Hongqiu Wu, Ruijin Ding, Fangsheng Huang:
Adversarial Counterfactual Environment Model Learning. NeurIPS 2023 - 2021
- [c3]Ruijin Ding, Feifei Gao, Guanghua Yang, Xuemin Sherman Shen:
Air-Ground Coordination Communication by Multi-Agent Deep Reinforcement Learning. ICC 2021: 1-6 - 2020
- [c2]Ruijin Ding, Feifei Gao, Xuemin Sherman Shen:
Deep Reinforcement Learning Based 3D UAV Trajectory Design and Frequency Band Allocation. GLOBECOM 2020: 1-6 - [c1]Ruijin Ding, Yuwen Yang, Jun Liu, Hongyan Li, Feifei Gao:
Packet Routing Against Network Congestion: A Deep Multi-agent Reinforcement Learning Approach. ICNC 2020: 932-937
Informal and Other Publications
- 2022
- [i1]Xiong-Hui Chen, Yang Yu, Zheng-Mao Zhu, Zhihua Yu, Zhenjun Chen, Chenghe Wang, Yinan Wu, Hongqiu Wu, Rong-Jun Qin, Ruijin Ding, Fangsheng Huang:
Adversarial Counterfactual Environment Model Learning. CoRR abs/2206.04890 (2022)
Coauthor Index
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