1、Opinion Dynamics in Gossiper-Media Networks Based on Multiagent Reinforcement Learning IEEE Transactions on Network Science and Engineering 2023 SCI Chengwei Zhang, Dina Fang, Sandip Sen, Xiaohong Li, Zhiyong Feng, Wanli Xue(*), Dou An, Xintian Zhao, Rong Chen

2、Optimistic Exploration Based on Categorical-DQN for Cooperative Markov Games DAI 2022 2022 EI Yu Tian, Chengwei Zhang(*), Qing Guo, Kangjie Zheng, Wanqing Fang, Xintian Zhao, Shiqi Zhang

3、Advertising Impression Resource Allocation Strategy with Multi-Level Budget Constraint DQN in Real-Time Bidding Neurocomputing 2022 SCI Chengwei Zhang, Kangjie Zheng, Yu Tian, Wanli Xue(*), Tianpei Yang, Dou An, Yongqi Pi, Rong Chen

4、SCC-rFMQ: a multiagent reinforcement learning method in cooperative Markov games with continuous actions International Journal of Machine Learning and Cybernetics 2022 SCI Chengwei Zhang(*), Zhuobing Han, Bingfu Liu, Wanli Xue, Jianye Hao, Xiaohong Li, Dou An, Rong Chen

5、Data Integrity Attack in Dynamic State Estimation of Smart Grid: Attack Model and Countermeasure IEEE Transactions on Automation Science and Engineering 2022 SCI Dou An(*), Feiye Zhang, Qingyu Yang, Chengwei Zhang

6、Object-Aware Ghost Identification and Elimination for Dynamic Scene Mosaic IEEE Transactions on Circuits and Systems for Video Technolog 2022 SCI Zhe Zhang, Xuhong Ren, Wanli Xue(*), Chengwei Zhang, Qing Guo, Shengyong Chen

7、Neighborhood Cooperative Multiagent Reinforcement Learning for Adaptive Traffic Signal Control in Epidemic Regions IEEE Transactions on Intelligent Transportation Systems 2022 SCI Chengwei Zhang, Yu Tian, Zhibin Zhang, Wanli Xue(*), Xiaofei Xie, Tianpei Yang, Xin Ge, Rong Chen

8、Dynamic pricing in profit-driven task assignment: a domain-of-influence based approach International Journal of Machine Learning and Cybernetics 2021 SCI Zhifeng Zhou, Rong Chen(*), Can Wang,Chengwei Zhang

9、An Efficient Transfer Learning Framework for Multiagent Reinforcement Learning NeurIPS 2021 2021 EI Tianpei Yang, Weixun Wang, Hongyao Tang, Jianye Hao(*), Zhaopeng Meng, Hangyu Mao, Dong Li, Wulong Liu, Yingfeng Chen, Yujing Hu, Changjie Fan, Chengwei Zhang

10、MARL for Traffic Signal Control in Scenarios with Different Intersection Importance DAI 2021 2021 EI Liguang Luan, Yu Tian, Wanqing Fang, Chengwei Zhang(*), Wanli Xue, Rong Chen, Chen Sang

11、Coordination Between Individual Agents in Multi-Agent Reinforcement Learning AAAI 2021 2021 EI Yang Zhang, Qingyu Yang(*), Dou An, Chengwei Zhang

12、Independent Reinforcement Learning for Weakly Cooperative Multiagent Traffic Control Problem. IEEE Transactions on Vehicular Technology 2021 SCI Chengwei Zhang, Shan Jin, Wanli Xue(*), Xiaofei Xie, Shengyong Chen, Rong Chen

13、SA-IGA: a multiagent reinforcement learning method towards socially optimal outcomes Autonomous Agents and Multi-Agent Systems 2019 SCI Chengwei Zhang; Xiaohong Li; Jianye Hao(*); Siqi Chen; Karl Tuyls; Wanli Xue; Zhiyong Feng

14、SCC-rFMQ learning in cooperative markov games with continuousactions AAMAS 2018 2018 EI Chengwei Zhang; Xiaohong Li; Jianye Hao(*); Siqi Chen; Karl Tuyls; Zhiyong Feng

15、The dynamics of opinion evolution in gossiper-media model with WoLS-CALA learning. AAMAS 2018 2018 EI Chengwei Zhang; Xiaohong Li; Jianye Hao(*); Sandip Sen; Wanli Xue; Zhiyong Feng

16、Socially-Aware Multiagent Learning: Towards Socially Optimal Outcomes ECAI 2016 2016 EI Xiaohong Li; Chengwei Zhang; Jianye Hao(*); Karl Tuyls; Siqi Chen; Zhiyong Feng

17、Dynamic Analysis of Cell interactions in Biological Environments under Multiagent Social Learning Framework. BIBM 2016 2016 EI Chengwei Zhang; Xiaohong Li; Shuxin Li; Jianye Hao(*)

18、Dynamically analyzing cell interactions in biological environments using multiagent social learning framewor Journal of Biomedical Semantics 2017 SCI Chengwei Zhang; Xiaohong Li(*); Shuxin Li; Zhiyong Feng

Multiagent Reinforcement Learning Algorithms based on Gradient Ascent Policy (chapter 5). Interactions in multiagent systems

基于多智能体强化学习的异构路口场景交通信号控制方法

一种基于Categorical-DQN乐观探索的交通控制方法

一种基于多智能体强化学习的自适应交通信号控制方法

智慧计算联合基金（重点支持项目）-面向复杂交互场景的智能体自主决策方法研究 山东省自然科学基金 纵向-智慧计算联合基金（重点支持项目子课题) 在研 2023.1-2025.12

基于多智能体强化学习的大规模协作关键技术研究 国家自然科学基金委 纵向-青年基金 结题 2020.1-2022.12

大规模智能体协作问题的强化学习技术及应用研究 中国博士后基金委 纵向 结题 2019.11-2021.11

群体利益最大化驱动的多智能体协调相关技术研究 国家自然科学基金委 纵向 在研（参研） 2018.1-2020.12

DNA信息存储技术 国防科技创新特区项目 横向 结题（参研） 2017.1-2019.9

DNA编解码算法 天津大学 横向 结题 2019.3-2019.9

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