duwei
主要从事多智能体系统、强化学习等方面的研究工作，近五年以第一作者或通讯作者在AI领域主流期刊及会议发表论文二十余篇，其中代表性论文如下：T-PAMI（CCF-A）1篇，T-NNLS（中科院1区）2篇，NeurIPS（CCF-A）1篇，AAAI（CCF-A）2篇，IJCAI（CCF-A）2篇，PR（中科院1区）2篇，AIR（中科院1区）1篇，CIDM（CCF-B）1篇，INS（CCF-B）2篇，计算机学报（CCF-T1）2篇。主持中国博士后面上项目、山东省博士后创新项目（一等），参与国家自然科学基金委员会重点项目，担任CCF服务计算专委... More+
Paper Publications
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[1] Multi-Agent Communication with Information Preserving Graph Contrastive Learning. Proceedings of International Joint Conference on Artificial Intelligence,
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[2] Robust multi-agent communication with graph information bottleneck optimization. IEEE Transactions on Pattern Analysis and Machine Intelligence（CCF-A，通讯作者）,
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[3] 杜威. 多智能体深度强化学习研究进展. 计算机学报（CCF-T1，通讯作者）,
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[4] 杜威. 基于价值函数分解和通信学习机制的异构多智能体强化学习方法. 计算机学报（CCF-T1，第一作者）,
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[5] Multi-agent dueling q-learning with mean field and value decomposition. Pattern Recognition（中科院一区，通讯作者）,
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[6] A survey on multi-agent deep reinforcement learning: from the perspective of challenges and applications. Artificial Intelligence Review（中科院一区，第一作者),
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[7] Learning Efficient and Robust Multi-Agent Communication via Graph Information Bottleneck. Proceedings of 38th AAAI Conference on Artificial Intelligence（CCF-A，通讯作者）,
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[8] Expressive Multi-Agent Communication via Identity-Aware Learning. Proceedings of 38th AAAI Conference on Artificial Intelligence（CCF-A，第一作者）,
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[9] Multi agent reinforcement learning with graphical mutual information maximization. IEEE Transactions on Neural Networks and Learning Systems（中科院一区，通讯作者）,
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[10] Multi agent reinforcement learning with heterogeneous graph attention network. IEEE Transactions on Neural Networks and Learning Systems（中科院一区，第一作者）,