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Sebastien Gros

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Battery Capacity Knee Identification Using Unsupervised Time Series Segmentation

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Apr 23, 2023
Huang Zhang, Faisal Altaf, Torsten Wik, Sebastien Gros

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Deep active learning for nonlinear system identification

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Feb 24, 2023
Erlend Torje Berg Lundby, Adil Rasheed, Ivar Johan Halvorsen, Dirk Reinhardt, Sebastien Gros, Jan Tommy Gravdahl

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Learning-based MPC from Big Data Using Reinforcement Learning

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Jan 04, 2023
Shambhuraj Sawant, Akhil S Anand, Dirk Reinhardt, Sebastien Gros

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Bridging the gap between QP-based and MPC-based RL

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May 18, 2022
Shambhuraj Sawant, Sebastien Gros

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Interpretable Battery Cycle Life Range Prediction Using Early Degradation Data at Cell Level

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Apr 26, 2022
Huang Zhang, Yang Su, Faisal Altaf, Torsten Wik, Sebastien Gros

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Quasi-Newton Iteration in Deterministic Policy Gradient

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Mar 25, 2022
Arash Bahari Kordabad, Hossein Nejatbakhsh Esfahani, Wenqi Cai, Sebastien Gros

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Optimization of the Model Predictive Control Meta-Parameters Through Reinforcement Learning

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Nov 07, 2021
Eivind Bøhn, Sebastien Gros, Signe Moe, Tor Arne Johansen

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Approximate Robust NMPC using Reinforcement Learning

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Apr 06, 2021
Hossein Nejatbakhsh Esfahani, Arash Bahari Kordabad, Sebastien Gros

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MPC-based Reinforcement Learning for Economic Problems with Application to Battery Storage

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Apr 06, 2021
Arash Bahari Kordabad, Wenqi Cai, Sebastien Gros

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Reinforcement Learning of the Prediction Horizon in Model Predictive Control

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Feb 22, 2021
Eivind Bøhn, Sebastien Gros, Signe Moe, Tor Arne Johansen

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