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Wenqi Cai
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375-nm ultraviolet-laser based non-line-of-sight underwater optical communication
X Sun, W Cai, O Alkhazragi, EN Ooi, H He, A Chaaban, C Shen, ...
Optics express 26 (10), 12870-12877, 2018
712018
MPC-based Reinforcement Learning for a Simplified Freight Mission of Autonomous Surface Vehicles
W Cai, AB Kordabad, HN Esfahani, AM Lekkas, S Gros
2021 IEEE Conference on Decision and Control (CDC), 2021
242021
MPC-based reinforcement learning for economic problems with application to battery storage
AB Kordabad, W Cai, S Gros
2021 European Control Conference (ECC), 2021
242021
Energy management in residential microgrid using model predictive control-based reinforcement learning and Shapley value
W Cai, AB Kordabad, S Gros
Engineering Applications of Artificial Intelligence 119, 105793, 2023
182023
Multi-agent Battery Storage Management using MPC-based Reinforcement Learning
AB Kordabad, W Cai, S Gros
2021 IEEE Conference on Control Technology and Applications (CCTA), 2021
142021
Optimal Management of the Peak Power Penalty for Smart Grids Using MPC-based Reinforcement Learning
W Cai, HN Esfahani, AB Kordabad, S Gros
2021 60th IEEE Conference on Decision and Control (CDC), 2021
132021
Modeling and experimental study of the vibration effects in urban free-space optical communication systems
W Cai, I N’Doye, BS Ooi, MS Alouini, TM Laleg-Kirati
IEEE Photonics Journal 11 (6), 1-13, 2019
82019
Quasi-Newton iteration in deterministic policy gradient
AB Kordabad, HN Esfahani, W Cai, S Gros
2022 American Control Conference (ACC), 2124-2129, 2022
42022
Reduction of the Beam Pointing Error for Improved Free-Space Optical Communication Link Performance
I N'Doye, W Cai, A Alalwan, X Sun, WG Headary, MS Alouini, BS Ooi, ...
IFAC Journal of Systems and Control, 2021
42021
Robust Pointing Error Control of Free Space Optical Communication Systems
W Cai, I N'Doye, X Sun, A Al-Awan, WG Alheadary, MS Alouini, B Ooi, ...
2018 IEEE Conference on Control Technology and Applications (CCTA), 958-963, 2018
42018
Research on Risk Assessment and Strategy Dynamic Attack and Defense Game Based on Twin Model of Power Distribution Network
W Cai, L Yu, D Yang, Y Zheng
2017 IEEE Annual International Conference on CYBER Technology in Automation …, 2017
32017
Learning-based state estimation and control using MHE and MPC schemes with imperfect models
HN Esfahani, AB Kordabad, W Cai, S Gros
European Journal of Control 73, 100880, 2023
22023
A Learning-Based Model Predictive Control Strategy for Home Energy Management Systems
W Cai, S Sawant, D Reinhardt, S Rastegarpour, S Gros
IEEE Access, 2023
12023
An extremum seeking control based approach for alignment problem of mobile optical communication systems
W Cai, AN Alhashim, I N’Doye, TM Laleg-Kirati
IFAC-PapersOnLine 53 (2), 5368-5374, 2020
12020
Learning-based State Estimation and Control using MHE and MPC Schemes with Imperfect Models
H Nejatbakhsh Esfahani, A Bahari Kordabad, W Cai, SN Gros
Elsevier, 2023
2023
Kalman Filter Design for Intermittent Optical Wireless Communication Systems on Time Scales
W Cai, BB Nasser, M Djemai, TM Laleg-Kirati
2022 10th International Conference on Systems and Control (ICSC), 213-220, 2022
2022
Optimal Control Strategies for the Alignment Problem of Optical Communication Systems
W Cai
King Abdullah University of Science and Technology, 2020
2020
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Articles 1–17