Fast and embedded solvers for nonlinear optimal control and nonlinear model predictive control
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May 5, 2025 - C
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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
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
Non-linear model predictive control (NMPC) library
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.
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
Tutorials on Control Theory
MIT Spring 2020 Mechanical Engineering 2.152 Nonlinear Control (Professor Jean-Jacques Slotine)
Safe Control for Nonlinear Systems
Nonlinear controls, linear controls, Lyapunov-based controls, MPC, geometric, etc.
ODESCA is a MATLAB tool for the creation and analysis of dynamic sys 8000 tems described by ordinary differential equations
Modeling, Planning and Nonlinear Control Techniques For Autonomous Vehicles 🎛️🚘
Lecture notes and simulation software on the courses and book by Hanspeter Schaub.
Mostly software recreations of published works.
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