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Randomized Ensembled Double Q-Learning: Learning Fast Without a Model


Jan 15, 2021
Xinyue Chen, Che Wang, Zijian Zhou, Keith Ross


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Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question Answering


May 01, 2020
Yanlin Feng, Xinyue Chen, Bill Yuchen Lin, Peifeng Wang, Jun Yan, Xiang Ren

* 13 pages, 8 figures, Project page: https://github.com/INK-USC/MHGRN 

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BAIL: Best-Action Imitation Learning for Batch Deep Reinforcement Learning


Oct 27, 2019
Xinyue Chen, Zijian Zhou, Zheng Wang, Che Wang, Yanqiu Wu, Qing Deng, Keith Ross


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KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning


Sep 04, 2019
Bill Yuchen Lin, Xinyue Chen, Jamin Chen, Xiang Ren

* 11 pages, 4 figures, in Proc. of EMNLP-IJCNLP 2019 

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