model-predictive-control topic

List model-predictive-control repositories

control-toolbox

1.4k
Stars
305
Forks
Watchers

The Control Toolbox - An Open-Source C++ Library for Robotics, Optimal and Model Predictive Control

crocoddyl

729
Stars
146
Forks
Watchers

Crocoddyl is an optimal control library for robot control under contact sequence. Its solver is based on various efficient Differential Dynamic Programming (DDP)-like algorithms

OpenOCL

351
Stars
64
Forks
Watchers

Open Optimal Control Library for Matlab. Trajectory Optimization and non-linear Model Predictive Control (MPC) toolbox.

osqp

1.6k
Stars
344
Forks
Watchers

The Operator Splitting QP Solver

pytorch_mppi

345
Stars
52
Forks
Watchers

Model Predictive Path Integral (MPPI) with approximate dynamics implemented in pytorch

robust-tube-mpc

374
Stars
94
Forks
Watchers

An example code for robust model predictive control using tube

optimal-control-literature-software

67
Stars
13
Forks
Watchers

List of literature and software for optimal control and numerical optimization.

Arduino_Constrained_MPC_Library

97
Stars
26
Forks
Watchers

A compact Constrained Model Predictive Control (MPC) library with Active Set based Quadratic Programming (QP) solver for Teensy4/Arduino system (or any real time embedded system in general)

DifferentialDynamicProgramming.jl

74
Stars
17
Forks
Watchers

A package for solving Differential Dynamic Programming and trajectory optimization problems.

car-racing

153
Stars
28
Forks
Watchers

A toolkit for testing control and planning algorithm for car racing.