This repo is for developing a Koopman operator based MPC for autonomous vehicles.
☆20Dec 12, 2022Updated 3 years ago
Alternatives and similar repositories for KoopmanMPC_AV
Users that are interested in KoopmanMPC_AV are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆23Jul 30, 2021Updated 4 years ago
- All the code needed to learn models from data using Koopman operator approach.☆13Apr 18, 2019Updated 6 years ago
- a repository of the codes related with the paper published in the journal paper (check the readme file).☆20Aug 5, 2020Updated 5 years ago
- course project: a simple implementation of Q learning and MPC☆19May 26, 2021Updated 4 years ago
- Implement SLS MPC for linear systems subject to polytopic model uncertainty and additive disturbances.☆28May 3, 2024Updated last year
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- a RL-MPC control scheme for Autonomous Driving☆22Dec 27, 2022Updated 3 years ago
- Neural Koopman Lyapunov Control☆27May 5, 2023Updated 2 years ago
- Introduction to Reinforcement Learning and Model Predictive Control with MATLAB and Simulink☆29Jul 20, 2023Updated 2 years ago
- Distributed DeeP-LCC for CAV cooperation in mixed traffic☆12Oct 24, 2022Updated 3 years ago
- A method adapted from the paper Nonlinear System Identification of Soft Robot Dynamics Using Koopman Operator Theory by D. Bruder et al t…☆12Sep 24, 2020Updated 5 years ago
- ☆12Jul 26, 2024Updated last year
- Relevant codes of the paper ``Adaptive Parameterized Model Predictive Control Based on Reinforcement Learning: A Synthesis Framework"☆16Mar 4, 2024Updated 2 years ago
- IIB Master's Project: Deep Learning for Koopman Optimal Predictive Control☆51Nov 15, 2020Updated 5 years ago
- DC-TMPC: A tube-based MPC algorithm for systems that can be expressed as a difference of convex functions.☆21Jul 28, 2022Updated 3 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Codes for "Quantitative Comparison of Reinforcement Learning and Data-driven Model Predictive Control for Chemical and Biological Process…☆12Dec 18, 2023Updated 2 years ago
- Python code of the paper "Efficient Calibration of Embedded MPC" (2020 IFAC World Congress) by Marco Forgione, Dario Piga, and Alberto Be…☆26May 5, 2021Updated 4 years ago
- Python code for implementing a set of basic robust model predictive control (RMPC) algorithms for linear systems.☆26Mar 30, 2022Updated 3 years ago
- Code for CDC2022 submission☆11Sep 1, 2025Updated 6 months ago
- ☆11Feb 27, 2025Updated last year
- RobustStabilityGuaranteeRL☆11Aug 22, 2019Updated 6 years ago
- A discrete Nash equilibrium seeking algorithm for multi-agent systems☆10Jan 20, 2026Updated 2 months ago
- ☆16Sep 12, 2020Updated 5 years ago
- A data-driven framework for control of nonlinear flows with Koopman Model Predictive Control☆10May 21, 2018Updated 7 years ago
- NordVPN Threat Protection Pro™ • AdTake your cybersecurity to the next level. Block phishing, malware, trackers, and ads. Lightweight app that works with all browsers.
- A sum-of-squares toolbox for stability analysis☆10Dec 4, 2024Updated last year
- This is a Python realization for Milan Korda and Igor Mezic's paper Linear predictors for nonlinear dynamical systems: Koopman operator m…☆13Apr 5, 2023Updated 2 years ago
- ☆81May 3, 2018Updated 7 years ago
- python与simulink联合仿真教程☆20Apr 19, 2022Updated 3 years ago
- AutoKoopman - automated Koopman operator methods for data-driven dynamical systems analysis and control.☆81May 7, 2024Updated last year
- Orientation estimation for IMUs using multi-kernel maximum Correntropy Kalman filter☆12Sep 7, 2022Updated 3 years ago
- Code associated with the ADCHEM 2021 Workshop on Machine Learning and Model Predictive Control☆16Jun 14, 2021Updated 4 years ago
- Modeling time series using TensorFlow, scikit-learn, SINDy, SARIMA☆16May 25, 2022Updated 3 years ago
- Develop a Koopman operator based MPC for controlling a quadrotor☆76Sep 3, 2025Updated 6 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Data-enabled predictive control (DeePC) implementation using MATLAB☆34Nov 10, 2023Updated 2 years ago
- code of paper "Robust and kernelized data-enabled predictive control for nonlinear systems"☆20Sep 4, 2023Updated 2 years ago
- The nonlinear MPC scheme with guaranteed maximal terminal region based stability☆11Oct 19, 2021Updated 4 years ago
- Codebase for generating linear/bilinear/nonlinear Koopman model realizations from data and constructing MPC controllers.☆29Sep 20, 2021Updated 4 years ago
- Neural Lyapunov control of unknown nonlinear systems with stability guarantees☆15Mar 30, 2023Updated 2 years ago
- Matlab toolbox for computing terminal costs and sets for stabilizing nonlinear MPC☆17Sep 22, 2022Updated 3 years ago
- 使用simulink进行环境的模拟,使用python编写强化学习(rl)代码☆23Jul 31, 2019Updated 6 years ago