1:28
Safe Data-Driven Model Predictive Control of Systems With Complex Dynamics
IEEE Transactions on Robotics
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2. Output and state based Linear MPC | Data-driven Model Predictive Control
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9. Model-free approaches and Data-enabled Predictive Control | Data-driven Model Predictive Control
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6. Output and State based Nonlinear MPC | Data-driven Model Predictive Control
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Data-driven MPC: From linear to nonlinear systems with guarantees
Ifac YouTube
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Data-driven model predictive control using DMD (DS4DS 7.07)
Data Science for Dynamical Systems (DS4DS)
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![[ACC 2022] Robust Model Predictive Control with Data-Driven Koopman Operators — Mitsubishi Electric Research Laboratories (MERL) — safe data driven model predictive control of systems with complex dynamics YouTube to MP3 & MP4 download on TubeGalore](/api/image/sBNupF2SFBM/mqdefault)
4:16
[ACC 2022] Robust Model Predictive Control with Data-Driven Koopman Operators
Mitsubishi Electric Research Laboratories (MERL)
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1:09:59
Safe and Efficient Adaptive-Predictive Control of Constrained Nonlinear Systems
Microsoft Research
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1:01:54
Data Predictive Control: Bridging Machine Learning and Controls for Volatile Energy Markets
Microsoft Research
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Melanie Zeilinger: "Learning-based Model Predictive Control - Towards Safe Learning in Control"
Institute for Pure & Applied Mathematics (IPAM)
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1. Introduction and Preliminaries | Data-driven Model Predictive Control
Data, Control, and Mathematics
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1:02:46