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Exploration in Deep Reinforcement Learning: A Comprehensive Survey


Sep 15, 2021
Tianpei Yang, Hongyao Tang, Chenjia Bai, Jinyi Liu, Jianye Hao, Zhaopeng Meng, Peng Liu

* Repolishment is made, revise some incorrect descriptions 

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HyAR: Addressing Discrete-Continuous Action Reinforcement Learning via Hybrid Action Representation


Sep 12, 2021
Boyan Li, Hongyao Tang, Yan Zheng, Jianye Hao, Pengyi Li, Zhen Wang, Zhaopeng Meng, Li Wang

* 15 pages, preprint 

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Free-form tumor synthesis in computed tomography images via richer generative adversarial network


Apr 20, 2021
Qiangguo Jin, Hui Cui, Changming Sun, Zhaopeng Meng, Ran Su


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Domain adaptation based self-correction model for COVID-19 infection segmentation in CT images


Apr 20, 2021
Qiangguo Jin, Hui Cui, Changming Sun, Zhaopeng Meng, Leyi Wei, Ran Su


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Addressing Action Oscillations through Learning Policy Inertia


Mar 03, 2021
Chen Chen, Hongyao Tang, Jianye Hao, Wulong Liu, Zhaopeng Meng

* Accepted paper on AAAI 2021 

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Foresee then Evaluate: Decomposing Value Estimation with Latent Future Prediction


Mar 03, 2021
Hongyao Tang, Jianye Hao, Guangyong Chen, Pengfei Chen, Chen Chen, Yaodong Yang, Luo Zhang, Wulong Liu, Zhaopeng Meng

* Accepted paper on AAAI 2021. arXiv admin note: text overlap with arXiv:1905.11100 

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What About Taking Policy as Input of Value Function: Policy-extended Value Function Approximator


Oct 19, 2020
Hongyao Tang, Zhaopeng Meng, Jianye HAO, Chen Chen, Daniel Graves, Dong Li, Wulong Liu, Yaodong Yang

* Preprint version 

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Continuous Multiagent Control using Collective Behavior Entropy for Large-Scale Home Energy Management


May 14, 2020
Jianwen Sun, Yan Zheng, Jianye Hao, Zhaopeng Meng, Yang Liu


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Efficient Deep Reinforcement Learning through Policy Transfer


Feb 19, 2020
Tianpei Yang, Jianye Hao, Zhaopeng Meng, Zongzhang Zhang, Weixun Wang, Yujing Hu, Yingfeng Cheng, Changjie Fan, Zhaodong Wang, Jiajie Peng

* Accepted by AAMAS'2020 as an EXTENDED ABSTRACT 

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Disentangling Dynamics and Returns: Value Function Decomposition with Future Prediction


May 27, 2019
Hongyao Tang, Jianye Hao, Guangyong Chen, Pengfei Chen, Zhaopeng Meng, Yaodong Yang, Li Wang

* 10 pages for paper and 6 pages for the supplementary material 

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RA-UNet: A hybrid deep attention-aware network to extract liver and tumor in CT scans


Nov 04, 2018
Qiangguo Jin, Zhaopeng Meng, Changming Sun, Leyi Wei, Ran Su


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DUNet: A deformable network for retinal vessel segmentation


Nov 03, 2018
Qiangguo Jin, Zhaopeng Meng, Tuan D. Pham, Qi Chen, Leyi Wei, Ran Su


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