• The 1st (1/1122), 2021, DataFountain Green Furture Competition, Wind Power Abnormal Data Recognition Track
• The 1st (1/620), 2021, DataFountain Green Furture Competition, Photovoltaic Abnormal Data Recognition Track
• The 3rd (3/172), 2021, Global Open Data Application Innovation Competition, Wind Field Downscaling track
• The 2nd (2/423), 2021, Global Open Data Application Innovation Competition, Road Detection track
• The Grand Prize (1/158), 2021, Golden Wind Cup, Tsinghua
• The 3rd (3/1511), 2021, DCIC Digital China Innovation Competition
• The 3rd (3/739), 2021, iFLYTEK A.I. Advertising Picture Material Classification Algorithm Challenge
• The 3rd, 2021, NeurIPS workshop MineRL intro
• The 1st (1/4337), 2021, Tianchi Global AI Innovation Contest
• The Second Prize (National), 2021, National Post-Graduate Mathematical Contest in Modeling
• The 1st (1/2800), 2019, China Datathon
• The First Prize, 2019, The "Challenge Cup" capital college students competition
• The 1st (1/475), 2019, National University Student Transportation Science and Technology Competition
• Silver medal, 2019, Microsoft Malware Prediction, Kaggle
• The Second Prize (Global), 2019, International Competition of Autonomous Running Intelligent Robots
• The 1st Prize, 2018, China Robot Competition, by Chinese Association of Automation (National)


Some awards in my graduate and undergraduate school:
• 2021 Outstanding Mentors, CCF
• 2021 Excellent Student, University of Chinese Academy of Sciences
• 2020 Outstanding Graduates of Beijing
• 2020 Beijing University of Technology Top Ten Graduates
• 2020 Beijing University of Technology President Scholarship (Top ten student in entire school)
• 2019 Technology Innovation and Practice Scholarship, Toyo Information Systems

[1] From Explicit Communication to Tacit Cooperation:A Novel Paradigm for Cooperative MARL
International Conference on Autonomous Agents and Multi-Agent Systems(AAMAS), in Auckland, New Zealand, 2024. (Extended Abstract)
Dapeng Li, Zhiwei Xu, Bin Zhang, and Guoliang Fan
[Arxiv]

[2] Adaptive Parameter Sharing for Multi-Agent Reinforcement Learning
IEEE International Conference on Acoustics, Speech and Signal Processing(ICASSP), in Seoul, Korea, 2024.
Dapeng Li, Na Lou, Bin Zhang, Zhiwei Xu, and Guoliang Fan
[Arxiv]

[3] SEA: A Spatially Explicit Architecture for Multi-Agent Reinforcement Learning
International Joint Conference on Neural Networks(IJCNN),in Queensland, Australia, 2023.
Dapeng Li, Zhiwei Xu, Bin Zhang, and Guoliang Fan,


[4] Consensus Learning for Cooperative Multi-Agent Reinforcement Learning
Thirty-Seventh AAAI Conference on Artificial Intelligence(AAAI),in Washington, DC, USA, 2023. (Oral)
Zhiwei Xu, Bin Zhang, Dapeng Li, Zeren Zhang, Guangchong Zhou, and Guoliang Fan,
[Arxiv][Code]

[5] HAVEN: Hierarchical Cooperative Multi-Agent Reinforcement Learning with Dual Coordination Mechanism
Thirty-Seventh AAAI Conference on Artificial Intelligence(AAAI),in Washington, DC, USA, 2023. (Oral)
Zhiwei Xu, Yunpeng Bai, Bin Zhang, Dapeng Li, and Guoliang Fan,
[Arxiv][Code]

[6] Mingling Foresight with Imagination: Model-Based Cooperative Multi-Agent Reinforcement Learning
Thirty-sixth Conference on Neural Information Processing Systems(NeurIPS), in New Orleans, USA, 2022.
Zhiwei Xu, Dapeng Li, Bin Zhang, Yuan Zhan, Yunpeng Bai, and Guoliang Fan,
(Spotlight) [Arxiv]

[7] MMD-MIX: Value Function Factorisation with Maximum Mean Discrepancy for Cooperative Multi-Agent Reinforcement Learning
International Joint Conference on Neural Networks(IJCNN), in Shenzhen, China, 2021.
Zhiwei Xu, Dapeng Li , Yunpeng Bai, and Guoliang Fan*,
(Poster) [Arxiv]

[8] SIDE: State Inference for Partially Observable Cooperative Multi-Agent Reinforcement Learning
International Conference on Autonomous Agents and Multi-Agent Systems(AAMAS), in Auckland, New Zealand, 2022.
Zhiwei Xu, Yunpeng Bai,Dapeng Li, Bin Zhang, and Guoliang Fan*, (Oral) [Arxiv][Code]

Pre-prints: