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SCC: an efficient deep reinforcement learning agent mastering the game of StarCraft II



Xiangjun Wang , Junxiao Song , Penghui Qi , Peng Peng , Zhenkun Tang , Wei Zhang , Weimin Li , Xiongjun Pi , Jujie He , Chao Gao , Haitao Long , Quan Yuan

* NeurIPS 2020 Deep Reinforcement Learning Workshop 

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Artificial Intelligence for Prosthetics - challenge solutions



Łukasz Kidziński , Carmichael Ong , Sharada Prasanna Mohanty , Jennifer Hicks , Sean F. Carroll , Bo Zhou , Hongsheng Zeng , Fan Wang , Rongzhong Lian , Hao Tian , Wojciech Jaśkowski , Garrett Andersen , Odd Rune Lykkebø , Nihat Engin Toklu , Pranav Shyam , Rupesh Kumar Srivastava , Sergey Kolesnikov , Oleksii Hrinchuk , Anton Pechenko , Mattias Ljungström , Zhen Wang , Xu Hu , Zehong Hu , Minghui Qiu , Jun Huang , Aleksei Shpilman , Ivan Sosin , Oleg Svidchenko , Aleksandra Malysheva , Daniel Kudenko , Lance Rane , Aditya Bhatt , Zhengfei Wang , Penghui Qi , Zeyang Yu , Peng Peng , Quan Yuan , Wenxin Li , Yunsheng Tian , Ruihan Yang , Pingchuan Ma , Shauharda Khadka , Somdeb Majumdar , Zach Dwiel , Yinyin Liu , Evren Tumer , Jeremy Watson , Marcel Salathé , Sergey Levine , Scott Delp


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Blind Motion Deblurring with Cycle Generative Adversarial Networks



Quan Yuan , Junxia Li , Lingwei Zhang , Zhefu Wu , Guangyu Liu


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Multiagent Bidirectionally-Coordinated Nets: Emergence of Human-level Coordination in Learning to Play StarCraft Combat Games



Peng Peng , Ying Wen , Yaodong Yang , Quan Yuan , Zhenkun Tang , Haitao Long , Jun Wang

* 10 pages, 10 figures. Previously as title: "Multiagent Bidirectionally-Coordinated Nets for Learning to Play StarCraft Combat Games", Mar 2017 

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A Weight-coded Evolutionary Algorithm for the Multidimensional Knapsack Problem



Quan Yuan , Zhixin Yang

* Submitted to Applied Mathematics and Computation on April 8, 2014 

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On the performance of a hybrid genetic algorithm in dynamic environments



Quan Yuan , Zhixin Yang

* Applied Mathematics and Computation, Volume 219, Issue 24, 15 August 2013, Pages 11408-11413 
* This paper has been submitted to Applied Mathematics and Computation on May 22, 2012 Revised version has been submitted to Applied Mathematics and Computation on March 1, 2013 

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