Rongkai Zhang

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 13

Top Topics

Traveling Salesman

Reinforcement Learning

Image Denoising

Top Venues

Publications

Rongkai Zhang, Cong Zhang, Zhiguang Cao, Wen Song, Puay Siew Tan, Jie Zhang, Bihan Wen, Justin Dauwels
Learning to Solve Multiple-TSP With Time Window and Rejections via Deep Reinforcement Learning. IEEE Trans. Intell. Transp. Syst. 24 (1) (2023)
Chong Wang, Rongkai Zhang, Gabriel Maliakal, Saiprasad Ravishankar, Bihan Wen
Deep Reinforcement Learning Based Unrolling Network for MRI Reconstruction. ISBI (2023)
Chong Wang, Rongkai Zhang, Saiprasad Ravishankar, Bihan Wen
REPNP: Plug-and-Play with Deep Reinforcement Learning Prior for Robust Image Restoration. CoRR (2022)
Chong Wang, Rongkai Zhang, Saiprasad Ravishankar, Bihan Wen
REPNP: Plug-and-Play with Deep Reinforcement Learning Prior for Robust Image Restoration. ICIP (2022)
Rongkai Zhang, Cong Zhang, Zhiguang Cao, Wen Song, Puay Siew Tan, Jie Zhang, Bihan Wen, Justin Dauwels
Learning to Solve Multiple-TSP with Time Window and Rejections via Deep Reinforcement Learning. CoRR (2022)
Rongkai Zhang, Jiang Zhu, Zhiyuan Zha, Justin Dauwels, Bihan Wen
R3L: Connecting Deep Reinforcement Learning To Recurrent Neural Networks For Image Denoising Via Residual Recovery. ICIP (2021)
Rongkai Zhang, Lanqing Guo, Siyu Huang, Bihan Wen
ReLLIE: Deep Reinforcement Learning for Customized Low-Light Image Enhancement. CoRR (2021)
Rongkai Zhang, Jiang Zhu, Zhiyuan Zha, Justin Dauwels, Bihan Wen
R3L: Connecting Deep Reinforcement Learning to Recurrent Neural Networks for Image Denoising via Residual Recovery. CoRR (2021)
Rongkai Zhang, Lanqing Guo, Siyu Huang, Bihan Wen
ReLLIE: Deep Reinforcement Learning for Customized Low-Light Image Enhancement. ACM Multimedia (2021)
Rongkai Zhang, Anatolii Prokhorchuk, Justin Dauwels
Deep Reinforcement Learning for Traveling Salesman Problem with Time Windows and Rejections. IJCNN (2020)
Rongkai Zhang, Anuj Abraham, Soumya Dasgupta, Justin Dauwels
Constrained Model Predictive Control using Kinematic Model of Vehicle Platooning in VISSIM Simulator. ICARCV (2018)
Nagacharan Teja Tangirala, Anuj Abraham, Apratim Choudhury, Pranjal Vyas, Rongkai Zhang, Justin Dauwels
Analysis of Packet drops and Channel Crowding in Vehicle Platooning using V2X communication. SSCI (2018)
Bin Li, Jiadong Shi, Minghe Cao, Rongkai Zhang, Jianzhong Wang
Pedestrian detection and localization using 3D range data. ROBIO (2016)