GepocUS / Spcies
Suite of Predictive Controllers for Industrial Embedded Systems. A Matlab toolbox for automatic code generation of solvers for MPC controllers.
☆17Updated 4 months ago
Alternatives and similar repositories for Spcies:
Users that are interested in Spcies are comparing it to the libraries listed below
- Python code for implementing a set of basic robust model predictive control (RMPC) algorithms for linear systems.☆26Updated 3 years ago
- Sampling based GP MPC☆25Updated this week
- Matlab toolbox for computing terminal costs and sets for stabilizing nonlinear MPC☆16Updated 2 years ago
- A dual-control effect preserving formulation for nonlinear output-feedback stochastic model predictive control with constraints☆14Updated last year
- Python code of the paper "Efficient Calibration of Embedded MPC" (2020 IFAC World Congress) by Marco Forgione, Dario Piga, and Alberto Be…☆25Updated 3 years ago
- ☆23Updated 2 years ago
- Stochastic Optimal Control in Robotics Project☆17Updated 5 years ago
- ☆18Updated 4 years ago
- ☆16Updated 2 years ago
- Short example of MPC and specifically stochastic MPC (SMPC) with chance constraints for Matlab.☆61Updated last year
- Matlab class/functions to simulate a system implementing a control Lyapunov-control barrier function quadratic program controller.☆42Updated last year
- Solving a constrained robust optimal control problem with uncertain neural network dynanmics through convex optimization.☆11Updated last year
- This simulation file demonstrates a variant of Robust Tube MPC in which the initial nominal state is a decision variable. Theoretical ba…☆12Updated last year
- This is the MATLAB code for tube robust MPC with uncertainty quantification☆32Updated 11 months ago
- Code for "Learning Local Control Barrier Functions for Safety Control of Hybrid Systems"☆12Updated last year
- The reproduction of tube-based MPC for nonlinear systems☆44Updated 10 months ago
- ☆71Updated 11 months ago
- Tube-certified nonlinear tracking with robust control contraction metrics☆25Updated last year
- Using Differential Dynamic Programming (DDP) to control various dynamical systems.☆22Updated 4 years ago
- Neural Koopman Lyapunov Control☆23Updated last year
- ☆38Updated last month
- "Safety-Critical Control using Optimal-decay Control Barrier Functions with Guaranteed Point-wise Feasibility" by J. Zeng, B. Zhang, Z. L…☆29Updated 3 years ago
- Repository for Koopman based learning and nonlinear control☆39Updated 2 years ago
- Code for "Differentially Flat Learning-based Model Predictive Control Using a Stability, State, and Input Constraining Safety Filter"☆20Updated last year
- ☆43Updated last year
- J. Berberich, J. Köhler, M. A. Müller and F. Allgöwer, "Data-Driven Model Predictive Control With Stability and Robustness Guarantees," i…☆44Updated last year
- ☆30Updated last month
- A basic nonlinear model predictive control implementation using Casadi with Unscented Kalman filter state estimation☆50Updated 3 years ago
- This repo is for developing a Koopman operator based MPC for autonomous vehicles.☆16Updated 2 years ago
- Economic tuning of tracking (N)MPC problems.☆34Updated 2 years ago