Shambhuraj Vijaysinh Sawant

Publications

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
Academic article
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
Academic article
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.
Academic chapter/article/Conference paper

Sawant, Shambhuraj Vijaysinh; Gros, Sebastien Nicolas. (2022) Bridging the gap between QP-based and MPC-based Reinforcement Learning. IFAC-PapersOnLine
Academic article

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
Academic article
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
Academic article
Sawant, Shambhuraj Vijaysinh; Gros, Sebastien Nicolas. (2022) Bridging the gap between QP-based and MPC-based Reinforcement Learning. IFAC-PapersOnLine
Academic article

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.
Academic chapter/article/Conference paper

Academic lecture

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 , Singapore 2023-12-13 - 2023-12-15
Academic lecture

Anand, 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

Academic lecture

Sawant, 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