Shambhuraj Vijaysinh Sawant
Publikasjoner
2023
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Sawant, Shambhuraj Vijaysinh;
Reinhardt, Dirk Peter;
Kordabad, Arash Bahari;
Gros, Sebastien Nicolas.
(2023)
Model-free Data-driven Predictive Control Using Reinforcement Learning.
IEEE Conference on Decision and Control. Proceedings
Vitenskapelig artikkel
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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
-
Anand, Akhil Sadanandan;
Reinhardt, Dirk Peter;
Sawant, Shambhuraj Vijaysinh;
Gravdahl, Jan Tommy;
Gros, Sebastien Nicolas.
(2023)
A Painless Deterministic Policy Gradient Method for Learning-based MPC.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
2022
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Sawant, Shambhuraj Vijaysinh;
Gros, Sebastien Nicolas.
(2022)
Bridging the gap between QP-based and MPC-based Reinforcement Learning.
IFAC-PapersOnLine
Vitenskapelig artikkel
Tidsskriftspublikasjoner
-
Sawant, Shambhuraj Vijaysinh;
Reinhardt, Dirk Peter;
Kordabad, Arash Bahari;
Gros, Sebastien Nicolas.
(2023)
Model-free Data-driven Predictive Control Using Reinforcement Learning.
IEEE Conference on Decision and Control. Proceedings
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
-
Sawant, Shambhuraj Vijaysinh;
Gros, Sebastien Nicolas.
(2022)
Bridging the gap between QP-based and MPC-based Reinforcement Learning.
IFAC-PapersOnLine
Vitenskapelig artikkel
Del av bok/rapport
-
Anand, Akhil Sadanandan;
Reinhardt, Dirk Peter;
Sawant, Shambhuraj Vijaysinh;
Gravdahl, Jan Tommy;
Gros, Sebastien Nicolas.
(2023)
A Painless Deterministic Policy Gradient Method for Learning-based MPC.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Formidling
2023
-
Vitenskapelig foredragSawant, Shambhuraj Vijaysinh; Reinhardt, Dirk Peter; Kordabad, Arash Bahari; Gros, Sebastien Nicolas. (2023) Model-free Data-driven Predictive Control Using Reinforcement Learning. IEEE Conference on Decision and Control , Singapore 2023-12-13 - 2023-12-15
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Vitenskapelig foredragAnand, Akhil Sadanandan; Sawant, Shambhuraj Vijaysinh; Gros, Sebastien Nicolas; Gravdahl, Jan Tommy. (2023) A Painless Deterministic Policy Gradient Method for Learning-based MPC. ECC 2023 , Bucharest 2023-06-14 - 2023-06-16
2022
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Vitenskapelig foredragSawant, Shambhuraj Vijaysinh; Gros, Sebastien Nicolas. (2022) Bridging the gap between QP-based and MPC-based Reinforcement Learning. 6th IFAC Conference on Intelligent Control and Automation Sciences ICONS 2022 , Cluj-Napoca 2022-07-13 - 2022-07-15