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Learning State-Specific Action Masks for Reinforcement Learning 期刊论文
Algorithms, 2024, 卷号: 17, 期号: 2, 页码: 60
作者:  Wang ZY(王梓薏);  Li XR(李欣然);  Sun LY(孙罗洋);  Zhang HF(张海峰);  Liu HL(刘华林);  Jun Wang
Adobe PDF(2976Kb)  |  收藏  |  浏览/下载：30/12  |  提交时间：2024/07/05
reinforcement learning  exploration efficiency  space reduction  
Balancing Exploration and Exploitation in Hierarchical Reinforcement Learning via Latent Landmark Graphs 会议论文
, 澳大利亚, 2023-6
作者:  Zhang Qingyang;  Yang Yiming;  Ruan Jingqing;  Xiong Xuantang;  Xing Dengpeng;  Xu Bo
Adobe PDF(7948Kb)  |  收藏  |  浏览/下载：33/13  |  提交时间：2024/06/25
强化学习，分层强化学习  
Latent Landmark Graph for Efficient Exploration-Exploitation Balance in Hierarchical Reinforcement Learning 期刊论文
Machine Intelligence Research, 2023, 页码: 158
作者:  Zhang Qingyang;  Zhang Hongming;  Xing Dengpeng;  Bo Xu
Adobe PDF(9639Kb)  |  收藏  |  浏览/下载：19/9  |  提交时间：2024/06/25
A Survey of Recent Advances in Commonsense Knowledge Acquisition: Methods and Resources 期刊论文
Machine Intelligence Research, 2024, 页码: 1
作者:  Wang, Chenhao;  Li, Jiachun;  Chen, Yubo;  Liu, Kang;  Zhao, Jun
Adobe PDF(1228Kb)  |  收藏  |  浏览/下载：20/5  |  提交时间：2024/06/25
LEGO: A Multi-agent Collaborative Framework with Role-playing and Iterative Feedback for Causality Explanation Generation 会议论文
, Singapore, 2023-12
作者:  Zhitao He;  Pengfei Cao;  Yubo Chen;  Kang Liu;  Jun Zhao
Adobe PDF(1153Kb)  |  收藏  |  浏览/下载：16/4  |  提交时间：2024/06/25
Learn to flap: foil non-parametric path planning via deep reinforcement learning 期刊论文
Journal of Fluid Mechanics, 2024, 卷号: 984, 页码: A9
作者:  Wang, Zhipeng;  Lin, Runji;  Zhao, Zhiyu;  Chen, Xu;  Guo, Pengming;  Yang, Ning;  Wang,Zhicheng;  Fan, Dixia
Adobe PDF(1892Kb)  |  收藏  |  浏览/下载：47/11  |  提交时间：2024/06/07
Enhancing efficiency and propulsion in bio-mimetic robotic fish through end-to-end deep reinforcement learning 期刊论文
Physics of Fluids, 2024, 卷号: 36, 期号: 3, 页码: 031910
作者:  Cui,Xinyu;  Sun,Boai;  Zhu,Yi;  Yang,Ning;  Zhang,Haifeng;  Cui,Weicheng;  Fan,Dixia;  Wang,Jun
Adobe PDF(4056Kb)  |  收藏  |  浏览/下载：65/26  |  提交时间：2024/06/02
bio-mimetic robotic fish  deep reinforcement learning  
Explicitly Learning Policy Under Partial Observability in Multiagent Reinforcement Learning 会议论文
, Queensland, Australia, 2023-6
作者:  Yang, Chen;  Yang, Guangkai;  Chen, Hao;  Zhang, Junge
Adobe PDF(3027Kb)  |  收藏  |  浏览/下载：58/22  |  提交时间：2024/05/29
Dual Self-Awareness Value Decomposition Framework without Individual Global Max for Cooperative MARL 会议论文
, New Orleans, LA, USA, December 10-16, 2023
作者:  Zhiwei Xu;  Bin Zhang;  Dapeng Li;  Guangchong Zhou;  Zeren Zhang;  Guoliang Fan
Adobe PDF(8700Kb)  |  收藏  |  浏览/下载：51/15  |  提交时间：2024/05/28
Hedonic Coalition Formation for Distributed Task Allocation in Heterogeneous Multi-agent System 期刊论文
INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2024, 页码: 13
作者:  Wang, Lexing;  Qiu, Tenghai;  Pu, Zhiqiang;  Yi, Jianqiang;  Zhu, Jinying;  Yuan, Wanmai
Adobe PDF(2578Kb)  |  收藏  |  浏览/下载：118/15  |  提交时间：2024/03/13
Coalition formation  hedonic games  heterogeneous agents  Nash stable  task allocation