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Multi-Agent Reinforcement Learning is a Sequence Modeling Problem


May 30, 2022
Muning Wen, Jakub Grudzien Kuba, Runji Lin, Weinan Zhang, Ying Wen, Jun Wang, Yaodong Yang


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Multi-Agent Feedback Enabled Neural Networks for Intelligent Communications


May 22, 2022
Fanglei Sun, Yang Li, Ying Wen, Jingchen Hu, Jun Wang, Yang Yang, Kai Li


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Cross-Utterance Conditioned VAE for Non-Autoregressive Text-to-Speech


May 09, 2022
Yang Li, Cheng Yu, Guangzhi Sun, Hua Jiang, Fanglei Sun, Weiqin Zu, Ying Wen, Yang Yang, Jun Wang

* ACL 2022 camera ready 

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DeepShovel: An Online Collaborative Platform for Data Extraction in Geoscience Literature with AI Assistance


Feb 24, 2022
Shao Zhang, Yuting Jia, Hui Xu, Ying Wen, Dakuo Wang, Xinbing Wang

* 26 pages, 16 figures, 5 tables, manuscript submitted to CSCW2022 

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Efficient Policy Space Response Oracles


Feb 17, 2022
Ming Zhou, Jingxiao Chen, Ying Wen, Weinan Zhang, Yaodong Yang, Yong Yu

* revised with single-column, 24 pages, 8 figures 

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Offline Pre-trained Multi-Agent Decision Transformer: One Big Sequence Model Tackles All SMAC Tasks


Dec 20, 2021
Linghui Meng, Muning Wen, Yaodong Yang, Chenyang Le, Xiyun Li, Weinan Zhang, Ying Wen, Haifeng Zhang, Jun Wang, Bo Xu

* 17 pages, 6 figures 

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Offline Pre-trained Multi-Agent Decision Transformer: One Big Sequence Model Conquers All StarCraftII Tasks


Dec 06, 2021
Linghui Meng, Muning Wen, Yaodong Yang, Chenyang Le, Xiyun Li, Weinan Zhang, Ying Wen, Haifeng Zhang, Jun Wang, Bo Xu

* 17 pages, 6 figures 

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Trust Region Policy Optimisation in Multi-Agent Reinforcement Learning


Sep 23, 2021
Jakub Grudzien Kuba, Ruiqing Chen, Munning Wen, Ying Wen, Fanglei Sun, Jun Wang, Yaodong Yang


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