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Thompson Sampling for Unimodal Bandits


Jun 16, 2021
Long Yang, Zhao Li, Zehong Hu, Shasha Ruan, Shijian Li, Gang Pan, Hongyang Chen

* There are some technical parts need to be improved. We will fix these places and provide an updated version 

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Optimize Neural Fictitious Self-Play in Regret Minimization Thinking


Apr 22, 2021
Yuxuan Chen, Li Zhang, Shijian Li, Gang Pan


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Reconstructing Perceptive Images from Brain Activity by Shape-Semantic GAN


Jan 28, 2021
Tao Fang, Yu Qi, Gang Pan


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On Convergence of Gradient Expected Sarsa($位$)


Dec 14, 2020
Long Yang, Gang Zheng, Yu Zhang, Qian Zheng, Pengfei Li, Gang Pan

* This submission has been accepted by AAAI2021 

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Sample Complexity of Policy Gradient Finding Second-Order Stationary Points


Dec 02, 2020
Long Yang, Qian Zheng, Gang Pan

* This submission has been accepted by AAAI2021 

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Effective AER Object Classification Using Segmented Probability-Maximization Learning in Spiking Neural Networks


Feb 14, 2020
Qianhui Liu, Haibo Ruan, Dong Xing, Huajin Tang, Gang Pan

* AAAI 2020 (Oral) 

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Unsupervised AER Object Recognition Based on Multiscale Spatio-Temporal Features and Spiking Neurons


Nov 19, 2019
Qianhui Liu, Gang Pan, Haibo Ruan, Dong Xing, Qi Xu, Huajin Tang


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Dynamic Ensemble Modeling Approach to Nonstationary Neural Decoding in Brain-Computer Interfaces


Nov 02, 2019
Yu Qi, Bin Liu, Yueming Wang, Gang Pan


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Gradient Q$(蟽, 位)$: A Unified Algorithm with Function Approximation for Reinforcement Learning


Sep 06, 2019
Long Yang, Yu Zhang, Qian Zheng, Pengfei Li, Gang Pan


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FiDi-RL: Incorporating Deep Reinforcement Learning with Finite-Difference Policy Search for Efficient Learning of Continuous Control


Jul 10, 2019
Longxiang Shi, Shijian Li, Longbing Cao, Long Yang, Gang Zheng, Gang Pan

* 9 pages 

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Brain Network Construction and Classification Toolbox (BrainNetClass)


Jun 17, 2019
Zhen Zhou, Xiaobo Chen, Yu Zhang, Lishan Qiao, Renping Yu, Gang Pan, Han Zhang, Dinggang Shen


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TBQ($蟽$): Improving Efficiency of Trace Utilization for Off-Policy Reinforcement Learning


May 17, 2019
Longxiang Shi, Shijian Li, Longbing Cao, Long Yang, Gang Pan

* 8 pages 

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Monte Carlo Neural Fictitious Self-Play: Approach to Approximate Nash equilibrium of Imperfect-Information Games


Apr 06, 2019
Li Zhang, Wei Wang, Shijian Li, Gang Pan


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Field-aware Neural Factorization Machine for Click-Through Rate Prediction


Feb 25, 2019
Li Zhang, Weichen Shen, Shijian Li, Gang Pan


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Efficient Spiking Neural Networks with Logarithmic Temporal Coding


Nov 10, 2018
Ming Zhang, Nenggan Zheng, De Ma, Gang Pan, Zonghua Gu


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Qualitative Measurements of Policy Discrepancy for Return-based Deep Q-Network


Jul 08, 2018
Wenjia Meng, Qian Zheng, Long Yang, Pengfei Li, Gang Pan


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Spiking Deep Residual Network


Apr 28, 2018
Yangfan Hu, Huajin Tang, Yueming Wang, Gang Pan


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State Distribution-aware Sampling for Deep Q-learning


Apr 23, 2018
Weichao Li, Fuxian Huang, Xi Li, Gang Pan, Fei Wu

* this paper has been submitted to neural processing letters 

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A Unified Approach for Multi-step Temporal-Difference Learning with Eligibility Traces in Reinforcement Learning


Feb 09, 2018
Long Yang, Minhao Shi, Qian Zheng, Wenjia Meng, Gang Pan


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Spectral-graph Based Classifications: Linear Regression for Classification and Normalized Radial Basis Function Network


Jun 13, 2017
Zhenfang Hu, Gang Pan, Zhaohui Wu


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Spectral Sparse Representation for Clustering: Evolved from PCA, K-means, Laplacian Eigenmap, and Ratio Cut


May 19, 2017
Zhenfang Hu, Gang Pan, Yueming Wang, Zhaohui Wu


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Improving Object Detection with Deep Convolutional Networks via Bayesian Optimization and Structured Prediction


Jan 14, 2016
Yuting Zhang, Kihyuk Sohn, Ruben Villegas, Gang Pan, Honglak Lee

* CVPR 2015 

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Robust Face Recognition by Constrained Part-based Alignment


Jan 20, 2015
Yuting Zhang, Kui Jia, Yueming Wang, Gang Pan, Tsung-Han Chan, Yi Ma


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Sparse Principal Component Analysis via Rotation and Truncation


May 01, 2014
Zhenfang Hu, Gang Pan, Yueming Wang, Zhaohui Wu


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