model-predictive-controller topic

List model-predictive-controller repositories

ilqr

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Iterative Linear Quadratic Regulator with auto-differentiatiable dynamics models

autonomous_driving_mpc

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Model Predictive Controller for Autonomous Driving implemented using ROS and C++

libmpc

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libmpc++ is a C++ header-only library to solve linear and non-linear MPC

iLQR

146
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iterative Linear Quadratic Regulator with constraints.

Master's Thesis Project: Design, Development, Modelling and Simulating of a Y6 Multi-Rotor UAV, Imlementing Control Schemes such as Proportional Integral Derivative Control, Linear Quadratic Gaussian...

MPC-Implementation

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This repository has the code for the nonlinear model predictive controller for target tracking problems with the use of Casadi framework and Matlab simulation environment. 🏎️ ✈️

model_predictive_controller_cpp

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This is MPC (model predictive controller) that can predict steering and throttle to drive in a simulator.

Differential-Drive-Robot-Navigation

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A path following differential drive robot controlled using a PID controller and Model Predictive Controller (MPC)

Linear MPC for Lane Keeping and Obstacle Avoidance on Low Curvature Roads - Paper Application