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A Sharp Analysis of Model-based Reinforcement Learning with Self-Play

Oct 04, 2020
Qinghua Liu, Tiancheng Yu, Yu Bai, Chi Jin

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Tackling the Objective Inconsistency Problem in Heterogeneous Federated Optimization

Jul 15, 2020
Jianyu Wang, Qinghua Liu, Hao Liang, Gauri Joshi, H. Vincent Poor

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Sample-Efficient Reinforcement Learning of Undercomplete POMDPs

Jun 22, 2020
Chi Jin, Sham M. Kakade, Akshay Krishnamurthy, Qinghua Liu

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Rigorous Restricted Isometry Property of Low-Dimensional Subspaces

Jan 30, 2018
Gen Li, Qinghua Liu, Yuantao Gu

* 33 pages 

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