Wenqi Cai
Publikasjoner
2023
-
Nejatbakhsh Esfahani, Hossein;
Bahari Kordabad, Arash;
Cai, Wenqi;
Gros, Sebastien Nicolas.
(2023)
Learning-based state estimation and control using MHE and MPC schemes with imperfect models.
European Journal of Control
Vitenskapelig artikkel
-
Cai, Wenqi;
Kordabad, Arash Bahari;
Gros, Sebastien.
(2023)
Energy management in residential microgrid using model predictive control-based reinforcement learning and Shapley value.
Engineering Applications of Artificial Intelligence
Vitenskapelig artikkel
-
Cai, Wenqi;
Sawant, Shambhuraj Vijaysinh;
Reinhardt, Dirk Peter;
Rastegarpour, Soroush;
Gros, Sebastien Nicolas.
(2023)
A Learning-Based Model Predictive Control Strategy for Home Energy Management Systems.
IEEE Access
Vitenskapelig artikkel
2021
-
Cai, Wenqi;
Nejatbakhsh Esfahani, Hossein;
Bahari Kordabad, Arash;
Gros, Sebastien.
(2021)
Optimal Management of the Peak Power Penalty for Smart Grids Using MPC-based Reinforcement Learning.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Bahari Kordabad, Arash;
Cai, Wenqi;
Gros, Sebastien.
(2021)
MPC-based Reinforcement Learning for Economic Problems with Application to Battery Storage.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Cai, Wenqi;
Bahari Kordabad, Arash;
Nejatbakhsh Esfahani, Hossein;
Lekkas, Anastasios M.;
Gros, Sebastien.
(2021)
MPC-based Reinforcement Learning for a Simplified Freight Mission of Autonomous Surface Vehicles.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Bahari Kordabad, Arash;
Cai, Wenqi;
Gros, Sebastien.
(2021)
Multi-agent Battery Storage Management using MPC-based Reinforcement Learning.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Tidsskriftspublikasjoner
-
Nejatbakhsh Esfahani, Hossein;
Bahari Kordabad, Arash;
Cai, Wenqi;
Gros, Sebastien Nicolas.
(2023)
Learning-based state estimation and control using MHE and MPC schemes with imperfect models.
European Journal of Control
Vitenskapelig artikkel
-
Cai, Wenqi;
Kordabad, Arash Bahari;
Gros, Sebastien.
(2023)
Energy management in residential microgrid using model predictive control-based reinforcement learning and Shapley value.
Engineering Applications of Artificial Intelligence
Vitenskapelig artikkel
-
Cai, Wenqi;
Sawant, Shambhuraj Vijaysinh;
Reinhardt, Dirk Peter;
Rastegarpour, Soroush;
Gros, Sebastien Nicolas.
(2023)
A Learning-Based Model Predictive Control Strategy for Home Energy Management Systems.
IEEE Access
Vitenskapelig artikkel
Del av bok/rapport
-
Cai, Wenqi;
Nejatbakhsh Esfahani, Hossein;
Bahari Kordabad, Arash;
Gros, Sebastien.
(2021)
Optimal Management of the Peak Power Penalty for Smart Grids Using MPC-based Reinforcement Learning.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Bahari Kordabad, Arash;
Cai, Wenqi;
Gros, Sebastien.
(2021)
MPC-based Reinforcement Learning for Economic Problems with Application to Battery Storage.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Cai, Wenqi;
Bahari Kordabad, Arash;
Nejatbakhsh Esfahani, Hossein;
Lekkas, Anastasios M.;
Gros, Sebastien.
(2021)
MPC-based Reinforcement Learning for a Simplified Freight Mission of Autonomous Surface Vehicles.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Bahari Kordabad, Arash;
Cai, Wenqi;
Gros, Sebastien.
(2021)
Multi-agent Battery Storage Management using MPC-based Reinforcement Learning.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Formidling
2022
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Vitenskapelig foredragBahari Kordabad, Arash; Nejatbakhsh Esfahani, Hossein; Cai, Wenqi; Gros, Sebastien. (2022) Quasi-Newton Iteration in Deterministic Policy Gradient . 2022 American Control Conference (ACC 2022-06-08 - 2022-06-10