model-predictive-control topic

List model-predictive-control repositories

safe-exploration

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Safe Exploration with MPC and Gaussian process models

hilo-mpc

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HILO-MPC is a Python toolbox for easy, flexible and fast development of machine-learning-supported optimal control and estimation problems

autonomous_driving_mpc

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

Arduino_Unconstrained_MPC_Library

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A compact Unconstrained (linear) Model Predictive Control (MPC) library for Teensy4/Arduino system (or any real time embedded system in general)

UKF-SNMPC

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This repository contains the source code for “Unscented Kalman filter stochastic nonlinear model predictive control” (UKF-SNMPC).

blackbox_mpc

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Sampling based Model Predictive Control package for Model-Based RL research

Self-Driving-Car-NanoDegree-Udacity

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This repository contains code and writeups for projects and labs completed as a part of UDACITY's first of it's kind self driving car nanodegree program.

parallel-DDP

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Code supporting the WAFR paper "A Performance Analysis of Differential Dynamic Programming on a GPU," and the ICRA workshop follow on work deploying the algorithm onto robot hardware.

tf-mpc

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An implementation of model-predictive control algorithms using TensorFlow 2

GA-aided-NMPC-tuning

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Nonlinear Model Predictive Control tuning using Genetic Algorithms, employed on a trajectory controller for differential drive robot