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Multi-agent Dynamic Algorithm Configuration


Oct 13, 2022
Ke Xue, Jiacheng Xu, Lei Yuan, Miqing Li, Chao Qian, Zongzhang Zhang, Yang Yu

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* NeurIPS 2022 Accept 

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Heterogeneous Multi-agent Zero-Shot Coordination by Coevolution


Aug 09, 2022
Ke Xue, Yutong Wang, Lei Yuan, Cong Guan, Chao Qian, Yang Yu

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Model Generation with Provable Coverability for Offline Reinforcement Learning


Jun 08, 2022
Chengxing Jia, Hao Yin, Chenxiao Gao, Tian Xu, Lei Yuan, Zongzhang Zhang, Yang Yu

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* Released without the permission of all co-authors 

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Multi-Agent Policy Transfer via Task Relationship Modeling


Mar 09, 2022
Rongjun Qin, Feng Chen, Tonghan Wang, Lei Yuan, Xiaoran Wu, Zongzhang Zhang, Chongjie Zhang, Yang Yu

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Persia: An Open, Hybrid System Scaling Deep Learning-based Recommenders up to 100 Trillion Parameters


Nov 23, 2021
Xiangru Lian, Binhang Yuan, Xuefeng Zhu, Yulong Wang, Yongjun He, Honghuan Wu, Lei Sun, Haodong Lyu, Chengjun Liu, Xing Dong, Yiqiao Liao, Mingnan Luo, Congfei Zhang, Jingru Xie, Haonan Li, Lei Chen, Renjie Huang, Jianying Lin, Chengchun Shu, Xuezhong Qiu, Zhishan Liu, Dongying Kong, Lei Yuan, Hai Yu, Sen Yang, Ce Zhang, Ji Liu

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Persia: A Hybrid System Scaling Deep Learning Based Recommenders up to 100 Trillion Parameters


Nov 15, 2021
Xiangru Lian, Binhang Yuan, Xuefeng Zhu, Yulong Wang, Yongjun He, Honghuan Wu, Lei Sun, Haodong Lyu, Chengjun Liu, Xing Dong, Yiqiao Liao, Mingnan Luo, Congfei Zhang, Jingru Xie, Haonan Li, Lei Chen, Renjie Huang, Jianying Lin, Chengchun Shu, Xuezhong Qiu, Zhishan Liu, Dongying Kong, Lei Yuan, Hai Yu, Sen Yang, Ce Zhang, Ji Liu

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LINDA: Multi-Agent Local Information Decomposition for Awareness of Teammates


Oct 15, 2021
Jiahan Cao, Lei Yuan, Jianhao Wang, Shaowei Zhang, Chongjie Zhang, Yang Yu, De-Chuan Zhan

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