Zhang-Xuewen / DeePCtools
A wrapped package for Data-enabled predictive control (DeePC) implementation. Including DeePC and Robust DeePC design with multiple objective functions.
☆17Updated 2 months ago
Alternatives and similar repositories for DeePCtools:
Users that are interested in DeePCtools are comparing it to the libraries listed below
- ☆16Updated 2 years ago
- Z. Sun, Q. Wang, J. Pan and Y. Xia, "Data-Driven MPC for Linear Systems using Reinforcement Learning," 2021 China Automation Congress (CA…☆13Updated last year
- ☆14Updated 4 years ago
- ☆14Updated 11 months ago
- A collection of code examples for different Data-driven Predictive Control algorithms applied to LTI systems.☆12Updated 6 months ago
- Data-enabled predictive control (DeePC) implementation using MATLAB☆22Updated last year
- code of paper "Robust and kernelized data-enabled predictive control for nonlinear systems"☆14Updated last year
- Tube based Model Predictive Control that utilize Neural Networks to improve performance with adaptive control inputs.☆18Updated 3 years ago
- Data Driven Model Predictive Control using Gaussian Processes☆17Updated 5 months ago
- A data-driven method for linear quadratic control with state and control constraints☆9Updated 2 years ago
- Introduction to Reinforcement Learning and Model Predictive Control with MATLAB and Simulink☆20Updated last year
- Code to reproduce examples in 'Closed-loop data-enabled predictive control' submitted to CDC 2020☆20Updated 4 years ago
- Software for Data-driven Model Predictive Control of 3-DoF Helicopters☆18Updated last year
- Robust model predictive control of uncertain linear dynamical systems subject to polytopic model uncertainty and additive disturbances.☆17Updated last year
- Implement SLS MPC for linear systems subject to polytopic model uncertainty and additive disturbances.☆26Updated 9 months ago
- course project: a simple implementation of Q learning and MPC☆16Updated 3 years ago
- This is a Python realization for Milan Korda and Igor Mezic's paper Linear predictors for nonlinear dynamical systems: Koopman operator m…☆10Updated last year
- Robust model predictive control of discrete-time time-delay systems using System Level Synthesis (linear time-varying state feedback cont…☆12Updated 2 years ago
- Several ADP algorithms code for the data-driven optimal control of linear time-varying systems☆17Updated 2 years ago
- Python code for implementing a set of basic robust model predictive control (RMPC) algorithms for linear systems.☆25Updated 2 years ago
- J. Berberich, J. Köhler, M. A. Müller and F. Allgöwer, "Data-Driven Model Predictive Control With Stability and Robustness Guarantees," i…☆41Updated last year
- Code associated with the ADCHEM 2021 Workshop on Machine Learning and Model Predictive Control☆14Updated 3 years ago
- Automatic hyperparameter tuning for DeePC. Built by Michael Cummins at the Automatic Control Laboratory, ETH Zurich.☆14Updated 2 months ago
- ☆12Updated last year