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Learning to Identify Top Elo Ratings: A Dueling Bandits Approach

Jan 12, 2022
Xue Yan, Yali Du, Binxin Ru, Jun Wang, Haifeng Zhang, Xu Chen

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Generalization in Text-based Games via Hierarchical Reinforcement Learning

Sep 21, 2021
Yunqiu Xu, Meng Fang, Ling Chen, Yali Du, Chengqi Zhang

* 41 pages, 11 figures, EMNLP2021 Findings 

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Learning to Compute Approximate Nash Equilibrium for Normal-form Games

Aug 17, 2021
Zhijian Duan, Yali Du, Jun Wang, Xiaotie Deng

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MHER: Model-based Hindsight Experience Replay

Jul 01, 2021
Rui Yang, Meng Fang, Lei Han, Yali Du, Feng Luo, Xiu Li

* 18 pages, 10 figures 

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Ordering-Based Causal Discovery with Reinforcement Learning

May 17, 2021
Xiaoqiang Wang, Yali Du, Shengyu Zhu, Liangjun Ke, Zhitang Chen, Jianye Hao, Jun Wang

* Accepted to IJCAI'2021 

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Learning to Shape Rewards using a Game of Switching Controls

Mar 16, 2021
David Mguni, Jianhong Wang, Taher Jafferjee, Nicolas Perez-Nieves, Wenbin Song, Yaodong Yang, Feifei Tong, Hui Chen, Jiangcheng Zhu, Yali Du, Jun Wang

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Deep Reinforcement Learning with Stacked Hierarchical Attention for Text-based Games

Oct 22, 2020
Yunqiu Xu, Meng Fang, Ling Chen, Yali Du, Joey Tianyi Zhou, Chengqi Zhang

* Accepted by NeurIPS2020 

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Towards Query Efficient Black-box Attacks: An Input-free Perspective

Sep 09, 2018
Yali Du, Meng Fang, Jinfeng Yi, Jun Cheng, Dacheng Tao

* Accepted by 11th ACM Workshop on Artificial Intelligence and Security (AISec) with the 25th ACM Conference on Computer and Communications Security (CCS) 

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