Li, Dapeng

10 publications

AAAI 2025 Efficient Communication in Multi-Agent Reinforcement Learning with Implicit Consensus Generation Dapeng Li, Na Lou, Zhiwei Xu, Bin Zhang, Guoliang Fan

ICML 2025 Reidentify: Context-Aware Identity Generation for Contextual Multi-Agent Reinforcement Learning Zhiwei Xu, Kun Hu, Xin Xin, Weiliang Meng, Yiwei Shi, Hangyu Mao, Bin Zhang, Dapeng Li, Jiangjin Yin

ICLRW 2024 Controlling Large Language Model-Based Agents for Large-Scale Decision-Making: An Actor-Critic Approach Bin Zhang, Hangyu Mao, Jingqing Ruan, Ying Wen, Yang Li, Shao Zhang, Zhiwei Xu, Dapeng Li, Ziyue Li, Rui Zhao, Guoliang Fan, Lijuan Li

ICML 2024 Sequential Asynchronous Action Coordination in Multi-Agent Systems: A Stackelberg Decision Transformer Approach Bin Zhang, Hangyu Mao, Lijuan Li, Zhiwei Xu, Dapeng Li, Rui Zhao, Guoliang Fan

AAAI 2023 Consensus Learning for Cooperative Multi-Agent Reinforcement Learning Zhiwei Xu, Bin Zhang, Dapeng Li, Zeren Zhang, Guangchong Zhou, Hao Chen, Guoliang Fan

NeurIPS 2023 Dual Self-Awareness Value Decomposition Framework Without Individual Global Max for Cooperative MARL Zhiwei Xu, Bin Zhang, Dapeng Li, Guangchong Zhou, Zeren Zhang, Guoliang Fan

AAAI 2023 HAVEN: Hierarchical Cooperative Multi-Agent Reinforcement Learning with Dual Coordination Mechanism Zhiwei Xu, Yunpeng Bai, Bin Zhang, Dapeng Li, Guoliang Fan

IJCAI 2023 Inducing Stackelberg Equilibrium Through Spatio-Temporal Sequential Decision-Making in Multi-Agent Reinforcement Learning Bin Zhang, Lijuan Li, Zhiwei Xu, Dapeng Li, Guoliang Fan

NeurIPS 2022 Mingling Foresight with Imagination: Model-Based Cooperative Multi-Agent Reinforcement Learning Zhiwei Xu, Dapeng Li, Bin Zhang, Yuan Zhan, Yunpeng Baiia, Guoliang Fan

NeurIPS 2020 F-Divergence Variational Inference Neng Wan, Dapeng Li, Naira Hovakimyan