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Journal Articles
- 2024
[j7]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): 9287-9296 (2024)- 2023
- [j6]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: 145264-145280 (2023) - [j5]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: 105793 (2023) - [j4]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: 100880 (2023) - 2021
- [j3]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: 100154 (2021) - 2020
- [j2]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: 105445 (2020) - 2010
- [j1]J. Li, M. Nakano, Wenqi Cai, Kai Furmans, A. Patchong:
Guest Editorial Automation in Automotive Manufacturing. IEEE Trans Autom. Sci. Eng. 7(4): 721-723 (2010)
Conference and Workshop Papers
- 2023
- [c9]Jiahui Zhu, Sijie Yan, Zeyuan Yang, Wenqi Cai, Han Ding:
Robotic Positional Error Calibration Based on a Hybrid Data-Driven Prediction Framework. M2VIP 2023: 1-6 - 2022
- [c8]Arash Bahari Kordabad, Hossein Nejatbakhsh Esfahani, Wenqi Cai, Sébastien Gros:
Quasi-Newton Iteration in Deterministic Policy Gradient. ACC 2022: 2124-2129 - [c7]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: 213-220 - 2021
- [c6]Arash Bahari Kordabad, Wenqi Cai, Sebastien Gros:
Multi-agent Battery Storage Management using MPC-based Reinforcement Learning. CCTA 2021: 57-62 - [c5]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: 2990-2995 - [c4]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: 6365-6370 - [c3]Arash Bahari Kordabad, Wenqi Cai, Sebastien Gros:
MPC-based Reinforcement Learning for Economic Problems with Application to Battery Storage. ECC 2021: 2573-2578 - 2018
- [c2]Wenqi Cai, Ibrahima N'Doye, Xiaobin Sun, A. Al-Awan, Wael G. Alheadary, Mohamed-Slim Alouini, Boon S. Ooi, Taous-Meriem Laleg-Kirati:
Robust H∞ Pointing Error Control of Free Space Optical Communication Systems. CCTA 2018: 958-963 - 2015
- [c1]Zhongyuan Zhao, Mugen Peng, Li Wang, Wenqi Cai, Yong Li, Hsiao-Hwa Chen:
Antenna Selection in Large-Scale Multiple Antenna Systems. WASA 2015: 756-766
Informal and Other Publications
- 2024
- [i9]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 abs/2403.16687 (2024) - [i8]Dirk Reinhardt, Wenqi Cai, Sebastien Gros:
Data-Driven Domestic Flexible Demand: Observations from experiments in cold climate. CoRR abs/2407.16475 (2024) - 2022
- [i7]Arash Bahari Kordabad, Hossein Nejatbakhsh Esfahani, Wenqi Cai, Sebastien Gros:
Quasi-Newton Iteration in Deterministic Policy Gradient. CoRR abs/2203.13854 (2022) - [i6]Wenqi Cai, Bacem Ben Nasser, Mohamed Djemai, Taous-Meriem Laleg-Kirati:
Kalman Filter Design for Intermittent Optical Wireless Communication Systems on Time Scales. CoRR abs/2203.16166 (2022) - 2021
- [i5]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 abs/2102.04926 (2021) - [i4]Arash Bahari Kordabad, Wenqi Cai, Sebastien Gros:
MPC-based Reinforcement Learning for Economic Problems with Application to Battery Storage. CoRR abs/2104.02411 (2021) - [i3]Arash Bahari Kordabad, Wenqi Cai, Sebastien Gros:
Multi-agent Battery Storage Management using MPC-based Reinforcement Learning. CoRR abs/2106.03541 (2021) - [i2]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 abs/2106.08634 (2021) - [i1]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 abs/2108.01459 (2021)
Coauthor Index
aka: Sébastien Gros
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