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Multi-Agent Mix Hierarchical Deep Reinforcement Learning for Large-Scale Fleet Management Journal article
Huang, Xiaohui, Ling, Jiahao, Yang, Xiaofei, Zhang, Xiong, Yang, Kaiming. Multi-Agent Mix Hierarchical Deep Reinforcement Learning for Large-Scale Fleet Management[J]. IEEE Transactions on Intelligent Transportation Systems, 2023, 24(12), 14294-14305.
Authors:  Huang, Xiaohui;  Ling, Jiahao;  Yang, Xiaofei;  Zhang, Xiong;  Yang, Kaiming
Favorite | TC[WOS]:1 TC[Scopus]:5  IF:7.9/8.3 | Submit date：2024/01/02
Fleet Management  Hierarchical Reinforcement Learning  Multi-agent Reinforcement Learning  
Reinforcement Learning Enabled Dynamic Resource Allocation in the Internet of Vehicles Journal article
Liang, Hongbin, Zhang, Xiaohui, Hong, Xintao, Zhang, Zongyuan, Li, Mushu, Hu, Guangdi, Hou, Fen. Reinforcement Learning Enabled Dynamic Resource Allocation in the Internet of Vehicles[J]. IEEE Transactions on Industrial Informatics, 2021, 17(7), 4957-4967.
Authors:  Liang, Hongbin;  Zhang, Xiaohui;  Hong, Xintao;  Zhang, Zongyuan;  Li, Mushu; et al.
Favorite | TC[WOS]:29 TC[Scopus]:37  IF:11.7/11.4 | Submit date：2021/12/08
Hierarchical Architecture  Internet Of Vehicles (Iov)  Reinforcement Learning  Resource Allocation  Semi-markov Decision Process (Smdp)