Wenqi Cai

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 24

Top Topics

Energy Management

Reinforcement Learning

Model Predictive Control

Optimal Configuration

Top Venues

Eur. J. Control

Publications

Jiayue Zhang, Yiheng Liu, Wenqi Cai, Yali Peng, Senqing Qi, Taotao Long, Bao Ge
Investigation of the effectiveness of applying ChatGPT in Dialogic Teaching Using Electroencephalography. CoRR (2024)
Zeyuan Yang, Xiaohu Xu, Xuan Wang, Wenqi Cai, Sijie Yan, Shuzhi Sam Ge, Han Ding
Optimal Configuration for Mobile Robotic Grinding of Large Complex Components Based on Redundant Parameters. IEEE Trans. Ind. Electron. 71 (8) (2024)
Dirk Reinhardt, Wenqi Cai, Sebastien Gros
Data-Driven Domestic Flexible Demand: Observations from experiments in cold climate. CoRR (2024)
Wenqi Cai, Arash Bahari Kordabad, Sébastien Gros
Energy management in residential microgrid using model predictive control-based reinforcement learning and Shapley value. Eng. Appl. Artif. Intell. 119 (2023)
Wenqi Cai, Shambhuraj Sawant, Dirk Reinhardt, Soroush Rastegarpour, Sébastien Gros
A Learning-Based Model Predictive Control Strategy for Home Energy Management Systems. IEEE Access 11 (2023)
Hossein Nejatbakhsh Esfahani, Arash Bahari Kordabad, Wenqi Cai, Sebastien Gros
Learning-based state estimation and control using MHE and MPC schemes with imperfect models. Eur. J. Control 73 (2023)
Jiahui Zhu, Sijie Yan, Zeyuan Yang, Wenqi Cai, Han Ding
Robotic Positional Error Calibration Based on a Hybrid Data-Driven Prediction Framework. M2VIP (2023)
Arash Bahari Kordabad, Hossein Nejatbakhsh Esfahani, Wenqi Cai, Sebastien Gros
Quasi-Newton Iteration in Deterministic Policy Gradient. CoRR (2022)
Wenqi Cai, Bacem Ben Nasser, Mohamed Djemai, Taous-Meriem Laleg-Kirati
Kalman Filter Design for Intermittent Optical Wireless Communication Systems on Time Scales. CoRR (2022)
Arash Bahari Kordabad, Hossein Nejatbakhsh Esfahani, Wenqi Cai, Sébastien Gros
Quasi-Newton Iteration in Deterministic Policy Gradient. ACC (2022)
Wenqi Cai, Bacem Ben Nasser, Mohamed Djemai, Taous-Meriem Laleg-Kirati
Kalman Filter Design for Intermittent Optical Wireless Communication Systems on Time Scales. ICSC (2022)
Arash Bahari Kordabad, Wenqi Cai, Sebastien Gros
MPC-based Reinforcement Learning for Economic Problems with Application to Battery Storage. CoRR (2021)
Wenqi Cai, Arash Bahari Kordabad, Hossein Nejatbakhsh Esfahani, Anastasios M. Lekkas, Sébastien Gros
MPC-based Reinforcement Learning for a Simplified Freight Mission of Autonomous Surface Vehicles. CDC (2021)
Wenqi Cai, Hossein Nejatbakhsh Esfahani, Arash Bahari Kordabad, Sébastien Gros
Optimal Management of the Peak Power Penalty for Smart Grids Using MPC-based Reinforcement Learning. CDC (2021)
Arash Bahari Kordabad, Wenqi Cai, Sebastien Gros
MPC-based Reinforcement Learning for Economic Problems with Application to Battery Storage. ECC (2021)
Arash Bahari Kordabad, Wenqi Cai, Sebastien Gros
Multi-agent Battery Storage Management using MPC-based Reinforcement Learning. CCTA (2021)
Wenqi Cai, Arash Bahari Kordabad, Hossein Nejatbakhsh Esfahani, Anastasios M. Lekkas, Sebastien Gros
MPC-based Reinforcement Learning for a Simplified Freight Mission of Autonomous Surface Vehicles. CoRR (2021)
Wenqi Cai, Hossein Nejatbakhsh Esfahani, Arash Bahari Kordabad, Sébastien Gros
Optimal Management of the Peak Power Penalty for Smart Grids Using MPC-based Reinforcement Learning. CoRR (2021)
Ibrahima N'Doye, Wenqi Cai, Asem Al-Alwan, Xiaobin Sun, Wael Ghazy Headary, Mohamed-Slim Alouini, Boon S. Ooi, Taous-Meriem Laleg-Kirati
Reduction of the beam pointing error for improved free-space optical communication link performance. IFAC J. Syst. Control. 16 (2021)
Arash Bahari Kordabad, Wenqi Cai, Sebastien Gros
Multi-agent Battery Storage Management using MPC-based Reinforcement Learning. CoRR (2021)
Ibrahima N'Doye, Wenqi Cai, Asem Al-Alwan, Xiaobin Sun, Wael Ghazy Headary, Mohamed-Slim Alouini, Boon S. Ooi, Taous-Meriem Laleg-Kirati
Reduction of the Beam Pointing Error for Improved Free-Space Optical Communication Link Performance. CoRR (2021)
Samer S. Ezz-Eldien, Eid H. Doha, Y. Wang, Wenqi Cai
A numerical treatment of the two-dimensional multi-term time-fractional mixed sub-diffusion and diffusion-wave equation. Commun. Nonlinear Sci. Numer. Simul. 91 (2020)
Wenqi Cai, Ibrahima N'Doye, Xiaobin Sun, A. Al-Awan, Wael G. Alheadary, Mohamed-Slim Alouini, Boon S. Ooi, Taous-Meriem Laleg-Kirati
Pointing Error Control of Free Space Optical Communication Systems. CCTA (2018)
Zhongyuan Zhao, Mugen Peng, Li Wang, Wenqi Cai, Yong Li, Hsiao-Hwa Chen
Antenna Selection in Large-Scale Multiple Antenna Systems. WASA (2015)
J. Li, M. Nakano, Wenqi Cai, Kai Furmans, A. Patchong
Guest Editorial Automation in Automotive Manufacturing. IEEE Trans Autom. Sci. Eng. 7 (4) (2010)