Zobrazeno 1 - 10
of 336
pro vyhledávání: '"Liu, Zeyang"'
Effective exploration is crucial to discovering optimal strategies for multi-agent reinforcement learning (MARL) in complex coordination tasks. Existing methods mainly utilize intrinsic rewards to enable committed exploration or use role-based learni
Externí odkaz:
http://arxiv.org/abs/2402.17978
Due to the representation limitation of the joint Q value function, multi-agent reinforcement learning methods with linear value decomposition (LVD) or monotonic value decomposition (MVD) suffer from relative overgeneralization. As a result, they can
Externí odkaz:
http://arxiv.org/abs/2211.12075
Autor:
Huang, Saihao, Wang, Lijie, Li, Zhenghua, Liu, Zeyang, Dou, Chenhui, Yan, Fukang, Xiao, Xinyan, Wu, Hua, Zhang, Min
As the first session-level Chinese dataset, CHASE contains two separate parts, i.e., 2,003 sessions manually constructed from scratch (CHASE-C), and 3,456 sessions translated from English SParC (CHASE-T). We find the two parts are highly discrepant a
Externí odkaz:
http://arxiv.org/abs/2208.12711
Publikováno v:
In Chemical Geology 20 September 2024 663
Publikováno v:
In Neurocomputing 28 July 2024 591
Due to the representation limitation of the joint Q value function, multi-agent reinforcement learning methods with linear value decomposition (LVD) or monotonic value decomposition (MVD) suffer from relative overgeneralization. As a result, they can
Externí odkaz:
http://arxiv.org/abs/2112.04454
Intention sharing is crucial for efficient cooperation under partially observable environments in multi-agent reinforcement learning (MARL). However, message deceiving, i.e., a mismatch between the propagated intentions and the final decisions, may h
Externí odkaz:
http://arxiv.org/abs/2112.01078
Autor:
Liu, ZeYang1 (AUTHOR), Chen, YiWen1 (AUTHOR), Lin, Ying1 (AUTHOR), Ai, MaoMao1 (AUTHOR), Lian, DongLing1 (AUTHOR), Zhang, YuanHui1 (AUTHOR), Shen, YanXiong1 (AUTHOR), Yu, Feng1 (AUTHOR) fishwoo@sina.com
Publikováno v:
BMC Public Health. 6/14/2024, Vol. 24 Issue 1, p1-13. 13p.
Autor:
Xie, Danyan1 (AUTHOR) lewis0808zy@gmail.com, Liu, Zeyang1 (AUTHOR), Wang, Fuhao1 (AUTHOR), Song, Zhenyu1 (AUTHOR) xiedanyan@tzu.edu.cn
Publikováno v:
Symmetry (20738994). May2024, Vol. 16 Issue 5, p616. 23p.
Autor:
Ji, Xiuru, Zhou, Jingwei, Zhou, Zengding, Liu, Zeyang, Yan, Li, Li, Yuhan, Guo, Haiyan, Su, Weijie, Wang, Han, Ni, Dalong
Publikováno v:
In Bioactive Materials December 2024 42:112-123