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Stackelberg Decision Transformer for Asynchronous Action Coordination in Multi-Agent Systems


May 13, 2023
Bin Zhang, Hangyu Mao, Lijuan Li, Zhiwei Xu, Dapeng Li, Rui Zhao, Guoliang Fan

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* 11pages, 7papers 

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From Explicit Communication to Tacit Cooperation:A Novel Paradigm for Cooperative MARL


Apr 28, 2023
Dapeng Li, Zhiwei Xu, Bin Zhang, Guoliang Fan

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* 16 pages, 10figures 

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SEA: A Spatially Explicit Architecture for Multi-Agent Reinforcement Learning


Apr 25, 2023
Dapeng Li, Zhiwei Xu, Bin Zhang, Guoliang Fan

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* 8 pages,6 figures, Accepted by IJCNN2023 

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Inducing Stackelberg Equilibrium through Spatio-Temporal Sequential Decision-Making in Multi-Agent Reinforcement Learning


Apr 20, 2023
Bin Zhang, Lijuan Li, Zhiwei Xu, Dapeng Li, Guoliang Fan

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* Accepted as a conference paper to the 32nd International Joint Conference on Artificial Intelligence (IJCAI-23) 

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Imbalance Knowledge-Driven Multi-modal Network for Land-Cover Semantic Segmentation Using Images and LiDAR Point Clouds


Mar 28, 2023
Yameng Wang, Yi Wan, Yongjun Zhang, Bin Zhang, Zhi Gao

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Physics Symbolic Learner for Discovering Ground-Motion Models Via NGA-West2 Database


Mar 23, 2023
Su Chen, Xianwei Liu, Lei Fu, Suyang Wang, Bin Zhang, Xiaojun Li

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Weather2K: A Multivariate Spatio-Temporal Benchmark Dataset for Meteorological Forecasting Based on Real-Time Observation Data from Ground Weather Stations


Feb 21, 2023
Xun Zhu, Yutong Xiong, Ming Wu, Gaozhen Nie, Bin Zhang, Ziheng Yang

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Audit to Forget: A Unified Method to Revoke Patients' Private Data in Intelligent Healthcare


Feb 20, 2023
Juexiao Zhou, Haoyang Li, Xingyu Liao, Bin Zhang, Wenjia He, Zhongxiao Li, Longxi Zhou, Xin Gao

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Dual Self-Awareness Value Decomposition Framework without Individual Global Max for Cooperative Multi-Agent Reinforcement Learning


Feb 04, 2023
Zhiwei Xu, Bin Zhang, Dapeng Li, Guangchong Zhou, Zeren Zhang, Guoliang Fan

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* 12 pages, 8 figures and 2 tables 

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A Simple Hypergraph Kernel Convolution based on Discounted Markov Diffusion Process


Oct 30, 2022
Fuyang Li, Jiying Zhang, Xi Xiao, Bin Zhang, Dijun Luo

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* Accepted by NeurIPS 2022 New Frontiers in Graph Learning Workshop 

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