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Off-Policy Reinforcement Learning with Delayed Rewards


Jun 22, 2021
Beining Han, Zhizhou Ren, Zuofan Wu, Yuan Zhou, Jian Peng

* 24 pages 

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Generalizable Episodic Memory for Deep Reinforcement Learning


Mar 11, 2021
Hao Hu, Jianing Ye, Zhizhou Ren, Guangxiang Zhu, Chongjie Zhang


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QPLEX: Duplex Dueling Multi-Agent Q-Learning


Aug 03, 2020
Jianhao Wang, Zhizhou Ren, Terry Liu, Yang Yu, Chongjie Zhang


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Towards Understanding Linear Value Decomposition in Cooperative Multi-Agent Q-Learning


Jun 23, 2020
Jianhao Wang, Zhizhou Ren, Beining Han, Chongjie Zhang


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Exploration via Hindsight Goal Generation


Jun 10, 2019
Zhizhou Ren, Kefan Dong, Yuan Zhou, Qiang Liu, Jian Peng


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Object-Oriented Dynamics Learning through Multi-Level Abstraction


May 25, 2019
Guangxiang Zhu, Jianhao Wang, Zhizhou Ren, Chongjie Zhang

* Accepted to Deep Reinforcement Learning Workshop and Modeling the Physical World: Learning, Perception, and Control Workshop at NeurIPS 2018 

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