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Learning-based Autonomous Channel Access in the Presence of Hidden Terminals Journal article
Shao,Yulin, Cai,Yucheng, Wang,Taotao, Guo,Ziyang, Liu,Peng, Luo,Jiajun, Gunduz,Deniz. Learning-based Autonomous Channel Access in the Presence of Hidden Terminals[J]. IEEE Transactions on Mobile Computing, 2024, 23(5), 3680 - 3695.
Authors:  Shao,Yulin;  Cai,Yucheng;  Wang,Taotao;  Guo,Ziyang;  Liu,Peng; et al.
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:7.7/6.5 | Submit date：2023/08/03
Hidden Terminal  Multi-agent Deep Reinforcement Learning  Multiple Channel Access  Proximal Policy Optimization  Wi-fi  
Joint Channel Estimation and Reinforcement-Learning-Based Resource Allocation of Intelligent-Reflecting-Surface-Aided Multicell Mobile Edge Computing Journal article
Xu Wenhan, Yu Jiadong, Wu Yuan, Tsang Danny Hin Kwok. Joint Channel Estimation and Reinforcement-Learning-Based Resource Allocation of Intelligent-Reflecting-Surface-Aided Multicell Mobile Edge Computing[J]. IEEE Internet of Things Journal, 2024, 11(7), 11862-11875.
Authors:  Xu Wenhan;  Yu Jiadong;  Wu Yuan;  Tsang Danny Hin Kwok
Favorite | TC[WOS]:0 TC[Scopus]:2  IF:8.2/9.0 | Submit date：2024/05/02
Channel Estimate  Intelligent Reflecting Surface (Irs)  Mobile Edge Computation  Multicell Networks  Proximal Policy Optimization (Ppo)  Reinforcement Learning (Rl)  
Dynamic User-Scheduling and Power Allocation for SWIPT Aided Federated Learning: A Deep Learning Approach Journal article
Li Yang, Wu Yuan, Song Yuxiao, Qian Liping, Jia Weijia. Dynamic User-Scheduling and Power Allocation for SWIPT Aided Federated Learning: A Deep Learning Approach[J]. IEEE Transactions on Mobile Computing, 2023, 22(12), 6956-6969.
Authors:  Li Yang;  Wu Yuan;  Song Yuxiao;  Qian Liping;  Jia Weijia
Favorite | TC[WOS]:14 TC[Scopus]:14  IF:7.7/6.5 | Submit date：2023/01/30
Federated Learning  Swipt  Dynamic User-scheduling  Stochastic Shortest Path  Deep Reinforcement Learning  Proximal Policy Optimization  
A Reinforcement Learning Based Coordinated but Differentiated Load Frequency Control Method With Heterogeneous Frequency Regulation Resources Journal article
YuxinMa, Zechun Hu, Yonghua Song. A Reinforcement Learning Based Coordinated but Differentiated Load Frequency Control Method With Heterogeneous Frequency Regulation Resources[J]. IEEE Transactions on Power Systems, 2023, 39(1), 2239-2250.
Authors:  YuxinMa;  Zechun Hu;  Yonghua Song
Favorite | TC[WOS]:3 TC[Scopus]:4  IF:6.5/7.4 | Submit date：2023/08/03
Delays  Energy Storage Systems  Frequency Control  Generators  Load Frequency Control  Mathematical Models  Partially Observable Markov Decision Process  Power System Stability  Proximal Policy Optimization  Regulation  Renewable Energy Resources  Renewable Energy Sources  
Noise-Regularized Advantage Value for Multi-Agent Reinforcement Learning Journal article
Wang, Siying, Chen, Wenyu, Hu, Jian, Hu, Siyue, Huang, Liwei. Noise-Regularized Advantage Value for Multi-Agent Reinforcement Learning[J]. Mathematics, 2022, 10(15), 2728.
Authors:  Wang, Siying;  Chen, Wenyu;  Hu, Jian;  Hu, Siyue;  Huang, Liwei
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:2.3/2.2 | Submit date：2023/01/30
Advantage Function  Exploration  Multi-agent Reinforcement Learning  Noise Injection  Proximal Policy Optimization  
Proximal Policy Optimization With Policy Feedback Journal article
Gu, Yang, Cheng, Yuhu, Chen, C. L.P., Wang, Xuesong. Proximal Policy Optimization With Policy Feedback[J]. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2022, 52(7), 4600-4610.
Authors:  Gu, Yang;  Cheng, Yuhu;  Chen, C. L.P.;  Wang, Xuesong
Favorite | TC[WOS]:47 TC[Scopus]:66  IF:8.6/8.7 | Submit date：2022/05/13
Actor-critic (Ac)  Clipped Discount Factor  Estimation  Games  Optimization  Policy Feedback  Proximal Policy Optimization (Ppo)  Space Exploration  Task Analysis  Training  Trajectory  Value Function.