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Believe What You See: Implicit Constraint Approach for Offline Multi-Agent Reinforcement Learning

Jun 07, 2021
Yiqin Yang, Xiaoteng Ma, Chenghao Li, Zewu Zheng, Qiyuan Zhang, Gao Huang, Jun Yang, Qianchuan Zhao

* The first two authors contributed equally to the work 

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Celebrating Diversity in Shared Multi-Agent Reinforcement Learning

Jun 04, 2021
Chenghao Li, Chengjie WU, Tonghan Wang, Jun Yang, Qianchuan Zhao, Chongjie Zhang

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Modeling the Interaction between Agents in Cooperative Multi-Agent Reinforcement Learning

Feb 10, 2021
Xiaoteng Ma, Yiqin Yang, Chenghao Li, Yiwen Lu, Qianchuan Zhao, Yang Jun

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A Multitask Deep Learning Approach for User Depression Detection on Sina Weibo

Aug 26, 2020
Yiding Wang, Zhenyi Wang, Chenghao Li, Yilin Zhang, Haizhou Wang

* 23 pages, 32 figures 

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SOAC: The Soft Option Actor-Critic Architecture

Jun 25, 2020
Chenghao Li, Xiaoteng Ma, Chongjie Zhang, Jun Yang, Li Xia, Qianchuan Zhao

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