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Physics-Inspired Spatial-Temporal Graph Neural Networks for Predicting Industrial Chain Resilience 期刊论文
Journal of Machine Learning Research, 2024, 卷号: 4, 期号: 23, 页码: 1-23
作者:  Wang BC(王必成);  Wang JP(王军平)
Adobe PDF(2342Kb)  |  收藏  |  浏览/下载：15/6  |  提交时间：2024/06/12
Learning Robust Communication by Adversarial Training in Networked System Control 期刊论文
Lecture Notes in Electrical Engineering, 2024, 页码: Chapter 52 978-981-97-3335-4
作者:  Runji, Lin;  Haifeng, Zhang
Adobe PDF(8334Kb)  |  收藏  |  浏览/下载：9/1  |  提交时间：2024/06/11
Networked System Control  Robustness  Communicative Multi-Agent Reinforcement Learning  
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：19/2  |  提交时间：2024/06/07
A cooperation and decision-making framework in dynamic confrontation for multi-agent systems 期刊论文
Computers and Electrical Engineering, 2024, 页码: 118
作者:  Lexing Wang;  Tenghai Qiu;  Zhiqiang Pu;  Jianqiang Yi
Adobe PDF(1302Kb)  |  收藏  |  浏览/下载：13/2  |  提交时间：2024/06/06
A Cooperation Graph Approach for Multiagent Sparse Reward Reinforcement Learning 会议论文
, Padua, Italy, 2022年07月
作者:  Qingxu Fu;  Tenghai Qiu;  Zhiqiang Pu;  Jianqiang Yi;  Wanmai Yuan
Adobe PDF(2650Kb)  |  收藏  |  浏览/下载：10/2  |  提交时间：2024/06/05
Learning Heterogeneous Agent Cooperation via Multiagent League Training 期刊论文
IFAC World Congress, 2023, 页码: IFAC PapersOnLine 56-2 (2023) 3033-3040
作者:  Qingxu, Fu;  Xiaolin Ai;  Jianqiang Yi;  Tenghai Qiu;  Wanmai Yuan;  Zhiqiang Pu
Adobe PDF(996Kb)  |  收藏  |  浏览/下载：10/1  |  提交时间：2024/06/05
Deep Reinforcement Learning-Based Driving Policy at Intersections Utilizing Lane Graph Networks 期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2024, 页码: 1 - 16
作者:  Liu, Yuqi;  Zhang, Qichao;  Gao, Yinfeng;  Zhao, Dongbin
Adobe PDF(22863Kb)  |  收藏  |  浏览/下载：7/2  |  提交时间：2024/06/03
Reinforcement Learning  Autonomous Driving  Intersection Navigating  
Keep Various Trajectories: Promoting Exploration of Ensemble Policies in Continuous Control 会议论文
Advances in Neural Information Processing Systems, New Orleans, USA, 2023-12-10
作者:  Chao Li;  Chen Gong;  Qiang He;  Xinwen Hou
Adobe PDF(1457Kb)  |  收藏  |  浏览/下载：16/4  |  提交时间：2024/05/30
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：24/8  |  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：16/3  |  提交时间：2024/05/28