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Effective and Stable Role-Based Multi-Agent Collaboration by Structural Information Principles
AAAI Conference on Artificial Intelligence (AAAI), 2023
3 April 2023
Xianghua Zeng
Hao Peng
Angsheng Li
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Papers citing
"Effective and Stable Role-Based Multi-Agent Collaboration by Structural Information Principles"
15 / 15 papers shown
Structural Information-based Hierarchical Diffusion for Offline Reinforcement Learning
Xianghua Zeng
Hao Peng
Angsheng Li
Yicheng Pan
OffRL
118
0
0
26 Sep 2025
Adaptive and Robust DBSCAN with Multi-agent Reinforcement Learning
Hao Peng
Xiang Huang
Shuo Sun
Ruitong Zhang
Philip S. Yu
224
0
0
07 May 2025
Structural Entropy Guided Probabilistic Coding
AAAI Conference on Artificial Intelligence (AAAI), 2024
Xiang Huang
Hao Peng
Li Sun
Hui Lin
Chunyang Liu
Jiang Cao
Philip S. Yu
321
3
0
12 Dec 2024
Kaleidoscope: Learnable Masks for Heterogeneous Multi-agent Reinforcement Learning
Neural Information Processing Systems (NeurIPS), 2024
Xinran Li
Ling Pan
Jun Zhang
221
5
0
11 Oct 2024
Effective Exploration Based on the Structural Information Principles
Neural Information Processing Systems (NeurIPS), 2024
Xianghua Zeng
Hao Peng
Angsheng Li
165
8
0
09 Oct 2024
SeBot: Structural Entropy Guided Multi-View Contrastive Learning for Social Bot Detection
Knowledge Discovery and Data Mining (KDD), 2024
Yingguang Yang
Qi Wu
Buyun He
Hao Peng
Renyu Yang
Zhifeng Hao
Yong Liao
AAML
264
30
0
18 May 2024
Hierarchical Decision Making Based on Structural Information Principles
Xianghua Zeng
Hao Peng
Dingli Su
Angsheng Li
290
0
0
15 Apr 2024
Semi-Supervised Clustering via Structural Entropy with Different Constraints
Guangjie Zeng
Hao Peng
Angsheng Li
Zhiwei Liu
Runze Yang
Chunyang Liu
Lifang He
167
3
0
18 Dec 2023
Adversarial Socialbots Modeling Based on Structural Information Principles
AAAI Conference on Artificial Intelligence (AAAI), 2023
Xianghua Zeng
Hao Peng
Angsheng Li
AAML
160
23
0
13 Dec 2023
Attention-Guided Contrastive Role Representations for Multi-Agent Reinforcement Learning
International Conference on Learning Representations (ICLR), 2023
Zican Hu
Zongzhang Zhang
Huaxiong Li
Chunlin Chen
Hongyu Ding
Zhi Wang
293
24
0
08 Dec 2023
Autonomous and Adaptive Role Selection for Multi-robot Collaborative Area Search Based on Deep Reinforcement Learning
IEEE Transactions on Automation Science and Engineering (IEEE TASE), 2023
Lina Zhu
Jiyu Cheng
Hao Zhang
Zhichao Cui
Wei Zhang
Yuehu Liu
244
4
0
04 Dec 2023
MultiSPANS: A Multi-range Spatial-Temporal Transformer Network for Traffic Forecast via Structural Entropy Optimization
Web Search and Data Mining (WSDM), 2023
Dongcheng Zou
Senzhang Wang
Xuefeng Li
Hao Peng
Yuandong Wang
Chunyang Liu
Kehua Sheng
Bo Zhang
AI4TS
189
45
0
06 Nov 2023
Unsupervised Skin Lesion Segmentation via Structural Entropy Minimization on Multi-Scale Superpixel Graphs
Industrial Conference on Data Mining (IDM), 2023
Guangjie Zeng
Hao Peng
Angsheng Li
Zhiwei Liu
Chunyang Liu
Philip S. Yu
Lifang He
169
13
0
05 Sep 2023
Hierarchical State Abstraction Based on Structural Information Principles
International Joint Conference on Artificial Intelligence (IJCAI), 2023
Xianghua Zeng
Hao Peng
Angsheng Li
Chunyang Liu
Lifang He
Philip S. Yu
148
28
0
24 Apr 2023
SE-GSL: A General and Effective Graph Structure Learning Framework through Structural Entropy Optimization
The Web Conference (WWW), 2023
Dongcheng Zou
Hao Peng
Xiang Huang
Renyu Yang
Jianxin Li
Hongzhi Zhang
Chun-Yi Liu
Philip S. Yu
211
69
0
17 Mar 2023
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