Wenjie Shi

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 17

Top Topics

Eligibility Traces

Autonomous Underwater Vehicles

Temporal Behavior

Reinforcement Learning

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Qisen Yang, Huanqian Wang, Mukun Tong, Wenjie Shi, Gao Huang, Shiji Song
Leveraging Reward Consistency for Interpretable Feature Discovery in Reinforcement Learning. IEEE Trans. Syst. Man Cybern. Syst. 54 (2) (2024)
Qisen Yang, Huanqian Wang, Mukun Tong, Wenjie Shi, Gao Huang, Shiji Song
Leveraging Reward Consistency for Interpretable Feature Discovery in Reinforcement Learning. CoRR (2023)
Wenjie Shi, Gao Huang, Shiji Song, Cheng Wu
Temporal-Spatial Causal Interpretations for Vision-Based Reinforcement Learning. IEEE Trans. Pattern Anal. Mach. Intell. 44 (12) (2022)
Wenjie Shi, Daniel M. Tartakovsky
Polynomial Chaos Expansions for Stiff Random ODEs. SIAM J. Sci. Comput. 44 (3) (2022)
Wenjie Shi, Gao Huang, Shiji Song, Zhuoyuan Wang, Tingyu Lin, Cheng Wu
Self-Supervised Discovering of Interpretable Features for Reinforcement Learning. IEEE Trans. Pattern Anal. Mach. Intell. 44 (5) (2022)
Pengyu Liu, Wenjie Shi, Tonghui Guo, Guanjing Ren, Sheng Zhang
A novel CIS pixel structure design and simulation for DNA fluorescence sequencing. IEICE Electron. Express 18 (5) (2021)
Wenjie Shi, Gao Huang, Shiji Song, Cheng Wu
Temporal-Spatial Causal Interpretations for Vision-Based Reinforcement Learning. CoRR (2021)
Wenjie Shi, Shiji Song, Zhuoyuan Wang, Gao Huang
Self-Supervised Discovering of Causal Features: Towards Interpretable Reinforcement Learning. CoRR (2020)
Wenjie Shi, Shiji Song, Cheng Wu, C. L. Philip Chen
Multi Pseudo Q-learning Based Deterministic Policy Gradient for Tracking Control of Autonomous Underwater Vehicles. CoRR (2019)
Chen Xu, Yaowu Mo, Guanjing Ren, Weijian Ma, Xin Wang, Wenjie Shi, Jinjian Hou, Ke Shao, Haojie Wang, Pengge Xiao, Zexu Shao, Xiao Xie, Xiaoyong Wang, Chris Yiu
A Stacked Global-Shutter CMOS Imager with SC-Type Hybrid-GS Pixel and Self-Knee Point Calibration Single Frame HDR and On-Chip Binarization Algorithm for Smart Vision Applications. ISSCC (2019)
Wenjie Shi, Shiji Song, Hui Wu, Ya-Chu Hsu, Cheng Wu, Gao Huang
Regularized Anderson Acceleration for Off-Policy Deep Reinforcement Learning. CoRR (2019)
Wenjie Shi, Shiji Song, Hui Wu, Ya-Chu Hsu, Cheng Wu, Gao Huang
Regularized Anderson Acceleration for Off-Policy Deep Reinforcement Learning. NeurIPS (2019)
Wenjie Shi, Shiji Song, Cheng Wu
Soft Policy Gradient Method for Maximum Entropy Deep Reinforcement Learning. CoRR (2019)
Wenjie Shi, Shiji Song, Cheng Wu
Soft Policy Gradient Method for Maximum Entropy Deep Reinforcement Learning. IJCAI (2019)
Wenjie Shi, Shiji Song, Cheng Wu, C. L. Philip Chen
Multi Pseudo Q-Learning-Based Deterministic Policy Gradient for Tracking Control of Autonomous Underwater Vehicles. IEEE Trans. Neural Networks Learn. Syst. 30 (12) (2019)
Wenjie Shi, Shiji Song, Cheng Wu
High-Level Tracking of Autonomous Underwater Vehicles Based on Pseudo Averaged Q-Learning. SMC (2018)
Qiyan Wang, Jian Bai, Amir Abliz, Ying Liu, Kenan Gong, Jingjing Li, Wenjie Shi, Yaqi Pan, Fangfang Liu, Shujuan Lai, Haijun Yang, Changdong Lu, Lixin Zhang, Wei Chen, Ruiping Xu, Hong Cai, Yang Ke, Changqing Zeng
An Old Story Retold: Loss of G1 Control Defines A Distinct Genomic Subtype of Esophageal Squamous Cell Carcinoma. Genom. Proteom. Bioinform. 13 (4) (2015)