Reinforcement learning based MPC with neural dynamical models
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Publication:6652197
DOI10.1016/j.ejcon.2024.101048MaRDI QIDQ6652197
Sébastien Gros, Sigurd Skogestad, Saket Adhau
Publication date: 12 December 2024
Published in: European Journal of Control (Search for Journal in Brave)
Learning and adaptive systems in artificial intelligence (68T05) Nonlinear systems in control theory (93C10) Model predictive control (93B45)
Cites Work
- Unnamed Item
- Unnamed Item
- CasADi: a software framework for nonlinear optimization and optimal control
- Constrained model predictive control: Stability and optimality
- A flexible state-space model for learning nonlinear dynamical systems
- On the implementation of an interior-point filter line-search algorithm for large-scale nonlinear programming
- Non-linear system identification using neural networks
- Data-Driven Model Predictive Control With Stability and Robustness Guarantees
- Nonlinear System Identification: A User-Oriented Road Map
- Data-Driven Economic NMPC Using Reinforcement Learning
- Sparse identification of nonlinear dynamics for model predictive control in the low-data limit
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