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Changjie Fan

NetEase Fuxi AI Lab

Fever Basketball: A Complex, Flexible, and Asynchronized Sports Game Environment for Multi-agent Reinforcement Learning

Dec 06, 2020
Hangtian Jia, Yujing Hu, Yingfeng Chen, Chunxu Ren, Tangjie Lv, Changjie Fan, Chongjie Zhang

* 7 pages,12 figures 

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Learning to Utilize Shaping Rewards: A New Approach of Reward Shaping

Nov 05, 2020
Yujing Hu, Weixun Wang, Hangtian Jia, Yixiang Wang, Yingfeng Chen, Jianye Hao, Feng Wu, Changjie Fan

* Accepted by NeurIPS2020 

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Semi-Supervised Learning for In-Game Expert-Level Music-to-Dance Translation

Sep 27, 2020
Yinglin Duan, Tianyang Shi, Zhengxia Zou, Jia Qin, Yifei Zhao, Yi Yuan, Jie Hou, Xiang Wen, Changjie Fan

* 14 pages, 8 figures 

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Unsupervised Learning Facial Parameter Regressor for Action Unit Intensity Estimation via Differentiable Renderer

Aug 20, 2020
Xinhui Song, Tianyang Shi, Zunlei Feng, Mingli Song, Jackie Lin, Chuanjie Lin, Changjie Fan, Yi Yuan


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Neutral Face Game Character Auto-Creation via PokerFace-GAN

Aug 17, 2020
Tianyang Shi, Zhengxia Zou, Xinhui Song, Zheng Song, Changjian Gu, Changjie Fan, Yi Yuan

* Accepted by ACMMM 2020 

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Fast and Robust Face-to-Parameter Translation for Game Character Auto-Creation

Aug 17, 2020
Tianyang Shi, Zhengxia Zou, Yi Yuan, Changjie Fan

* Accepted by AAAI 2020 with supplementary material 

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Learn to Effectively Explore in Context-Based Meta-RL

Jun 15, 2020
Jin Zhang, Jianhao Wang, Hao Hu, Yingfeng Chen, Changjie Fan, Chongjie Zhang

* Committed to NeurIPS 2020 

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Unsupervised Facial Action Unit Intensity Estimation via Differentiable Optimization

Apr 13, 2020
Xinhui Song, Tianyang Shi, Tianjia Shao, Yi Yuan, Zunlei Feng, Changjie Fan


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Exploring Unknown States with Action Balance

Mar 10, 2020
Yan Song, Yingfeng Chen, Yujing Hu, Changjie Fan


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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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Multi-label Relation Modeling in Facial Action Units Detection

Feb 08, 2020
Xianpeng Ji, Yu Ding, Lincheng Li, Yu Chen, Changjie Fan


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To-sequence:Multi-label Relation Modeling in Facial Action Units Detection

Feb 04, 2020
Xianpeng Ji, Yu Ding, Lincheng Li, Yu Chen, Changjie Fan


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Diverse Behavior Is What Game AI Needs: Generating Varied Human-Like Playing Styles Using Evolutionary Multi-Objective Deep Reinforcement Learning

Oct 20, 2019
Yan Zheng, Ruimin Shen, Jianye Hao, Yinfeng Chen, Changjie Fan


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From Few to More: Large-scale Dynamic Multiagent Curriculum Learning

Sep 06, 2019
Weixun Wang, Tianpei Yang, Yong Liu, Jianye Hao, Xiaotian Hao, Yujing Hu, Yingfeng Chen, Changjie Fan, Yang Gao


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Learning Action-Transferable Policy with Action Embedding

Sep 06, 2019
Yu Chen, Yingfeng Chen, Yu Yang, Ying Li, Jianwei Yin, Changjie Fan


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Face-to-Parameter Translation for Game Character Auto-Creation

Sep 03, 2019
Tianyang Shi, Yi Yuan, Changjie Fan, Zhengxia Zou, Zhenwei Shi, Yong Liu

* Accepted by ICCV 2019 

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Action Semantics Network: Considering the Effects of Actions in Multiagent Systems

Jul 26, 2019
Weixun Wang, Tianpei Yang Yong Liu, Jianye Hao, Xiaotian Hao, Yujing Hu, Yingfeng Chen, Changjie Fan, Yang Gao


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Reinforcement Learning Experience Reuse with Policy Residual Representation

May 31, 2019
Wen-Ji Zhou, Yang Yu, Yingfeng Chen, Kai Guan, Tangjie Lv, Changjie Fan, Zhi-Hua Zhou

* Conference version appears in IJCAI 2019 

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FaceSwapNet: Landmark Guided Many-to-Many Face Reenactment

May 28, 2019
Jiangning Zhang, Xianfang Zeng, Yusu Pan, Yong Liu, Yu Ding, Changjie Fan


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Deep Multi-Agent Reinforcement Learning with Discrete-Continuous Hybrid Action Spaces

Mar 12, 2019
Haotian Fu, Hongyao Tang, Jianye Hao, Zihan Lei, Yingfeng Chen, Changjie Fan


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Hierarchical Deep Multiagent Reinforcement Learning

Sep 25, 2018
Hongyao Tang, Jianye Hao, Tangjie Lv, Yingfeng Chen, Zongzhang Zhang, Hangtian Jia, Chunxu Ren, Yan Zheng, Changjie Fan, Li Wang


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