Fast and embedded solvers for nonlinear optimal control and nonlinear model predictive control

PythonLinearNonLinearControl is a library implementing the linear and nonlinear control theories in python.

An open source model predictive control package for Julia.

Adaptive importance sampling modification to MPPI

A modular and scalable simulation framework for ultra-rapid prototyping of self-adaptive, stochastic and robust Nonlinear Model Predictive Control for Autonomous Vehicle Motion Control

Non-linear model predictive control (NMPC) library

Robust control tutorial by Purdue SMART Lab: Sliding Mode Control (SMC) with MATLAB/Simulink example implementation

LQR-RRT* method is used for random motion planning of a simple pendulum in it's phase plot

Light-weight C++ library for fast embedded nonlinear optimisation and optimal control

Control of a nonlinear liquid level system using a new artificial neural network based reinforcement learning approach

Library for simulation of nonlinear control systems, control design, and Lyapunov-based learning.

This document explains the implementation of the Koopman Operator in conjunction with Model Predictive Control (MPC) to control a nonlinear system.

Tutorials on Control Theory

No description provided.

Robust and nonlinear Direct Data-Driven MPC controllers for LTI and nonlinear systems in Python

MIT Spring 2020 Mechanical Engineering 2.152 Nonlinear Control (Professor Jean-Jacques Slotine)

This repository includes different versions of the prescribed-time controller as Simulink blocks and MATLAB script codes for engineering applications.

Safe Control for Nonlinear Systems

ODESCA is a MATLAB tool for the creation and analysis of dynamic systems described by ordinary differential equations

Nonlinear controls, linear controls, Lyapunov-based controls, MPC, geometric, etc.

Modeling, Planning and Nonlinear Control Techniques For Autonomous Vehicles 🎛️🚘

This is the official repository to PARODIS, the Matlab PAReto Optimal Model Predictive Control framework for DIstributed Systems.

JAX compilation of RDDL description files, and a differentiable planner in JAX.

ROS package for online trajectory generation and tracking using nonlinear control law for ground vehicle

Software for solving polynomial-quadratic regulator problems

Control of an Articulated Vehicle with Feedback Linearization

A library for simulation of a multicopter in the Bevy game engine

Quadrotor modeling, LQR control with integral action, nonlinear dynamics simulation, and EKF state estimation.

Github mirror of https://gitlab.kuleuven.be/meco-software/impact

Source code of the paper "Priority-enhanced INDI for over-actuated systems: stability and robustness analysis"