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RMIX: Learning Risk-Sensitive Policies for Cooperative Reinforcement Learning Agents


Feb 17, 2021
Wei Qiu, Xinrun Wang, Runsheng Yu, Xu He, Rundong Wang, Bo An, Svetlana Obraztsova, Zinovi Rabinovich


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Commission Fee is not Enough: A Hierarchical Reinforced Framework for Portfolio Management


Dec 23, 2020
Rundong Wang, Hongxin Wei, Bo An, Zhouyan Feng, Jun Yao

* Accepted by AAAI 2021 

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MetaInfoNet: Learning Task-Guided Information for Sample Reweighting


Dec 09, 2020
Hongxin Wei, Lei Feng, Rundong Wang, Bo An


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Learning to Collaborate in Multi-Module Recommendation via Multi-Agent Reinforcement Learning without Communication


Aug 29, 2020
Xu He, Bo An, Yanghua Li, Haikai Chen, Rundong Wang, Xinrun Wang, Runsheng Yu, Xin Li, Zhirong Wang


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Inducing Cooperation via Team Regret Minimization based Multi-Agent Deep Reinforcement Learning


Nov 18, 2019
Runsheng Yu, Zhenyu Shi, Xinrun Wang, Rundong Wang, Buhong Liu, Xinwen Hou, Hanjiang Lai, Bo An


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Learning Efficient Multi-agent Communication: An Information Bottleneck Approach


Nov 16, 2019
Rundong Wang, Xu He, Runsheng Yu, Wei Qiu, Bo An, Zinovi Rabinovich


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