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Bridging Imagination and Reality for Model-Based Deep Reinforcement Learning

Oct 23, 2020
Guangxiang Zhu, Minghao Zhang, Honglak Lee, Chongjie Zhang

* Published on 34th Conference on Neural Information Processing Systems (NeurIPS 2020) 

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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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Object-Oriented Dynamics Predictor

Oct 30, 2018
Guangxiang Zhu, Zhiao Huang, Chongjie Zhang

* Accepted to NIPS 2018 

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Context-Aware Policy Reuse

Jun 28, 2018
Siyuan Li, Fangda Gu, Guangxiang Zhu, Chongjie Zhang

* This version is the preprint for the submission of NIPS 2018 

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Generative Adversarial Mapping Networks

Sep 28, 2017
Jianbo Guo, Guangxiang Zhu, Jian Li

* 9 pages, 7 figures 

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