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A Deep Reinforcement Learning Recommender System With Multiple Policies for Recommendations Journal article
Mingsheng Fu, Liwei Huang, Ananya Rao, Athirai A. Irissappane, Jie Zhang, Hong Qu. A Deep Reinforcement Learning Recommender System With Multiple Policies for Recommendations[J]. IEEE Transactions on Industrial Informatics, 2022, 19(2), 2049-2061.
Authors:  Mingsheng Fu;  Liwei Huang;  Ananya Rao;  Athirai A. Irissappane;  Jie Zhang; et al.
Favorite | TC[WOS]:6 TC[Scopus]:7  IF:11.7/11.4 | Submit date：2023/02/22
Deep Reinforcement Learning (Drl)  Multitask Markov Decision Process (Mdp)  Recommender System  
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]:1 TC[Scopus]:1  IF:2.3/2.2 | Submit date：2023/01/30
Advantage Function  Exploration  Multi-agent Reinforcement Learning  Noise Injection  Proximal Policy Optimization