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
71 2018 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
24 2021 MPC-based reinforcement learning for economic problems with application to battery storage AB Kordabad, W Cai, S Gros
2021 European Control Conference (ECC), 2021
24 2021 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
19 2023 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
14 2021 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
13 2021 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
8 2019 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
5 2021 Quasi-Newton iteration in deterministic policy gradient AB Kordabad, HN Esfahani, W Cai, S Gros
2022 American Control Conference (ACC), 2124-2129, 2022
4 2022 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
4 2018 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
3 2017 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
2 2023 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
1 2023 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
1 2020 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