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gdjunnan's Projects

learningmpc icon learningmpc

Learning based Model Prodictive Control for online iterative trajectory optimization for the F1/10 car

learningmpc-1 icon learningmpc-1

Learning based Model Prodictive Control for online iterative trajectory optimization for the F1/10 car

learningmpc-2 icon learningmpc-2

Learning based Model Prodictive Control for online iterative trajectory optimization for F1/10 autonomous racing.

linorobot icon linorobot

Autonomous ground robots (2WD, 4WD, Ackermann Steering, Mecanum Drive)

matlab-simulink- icon matlab-simulink-

实用carsim进行仿真,simulink基于mpc进行汽车的控制,使得汽车按照给定路径点进行运行,生成视频

mcjetson icon mcjetson

Building an Autonomous RC Car using the Robotic Operating System (ROS)

me231_fpft icon me231_fpft

Hierarchical MPC controller for real time vehicle optimal control and obstacle avoidance. ME231A Course Project, Fall 2017, UC Berkeley.

ml-in-action icon ml-in-action

出版书籍《机器学习入门到实践——MATLAB实践应用》一书中的实例程序。涉及监督学习,非监督学习和强化学习。(code for book "Machine Learning Introduction & action in MATLAB")

model icon model

A ROS package for gazebo simulation of a four wheeled skid steering robot model for testing ROS autonomous navigation

model-predictive-control icon model-predictive-control

Model predictive control (MPC) of an autonomous vehilcle for lane tracking and obstacle avoidance with ACADO toolkit

mpc icon mpc

Vehicle kinematic model predictive control

mpc-ros-wrapper icon mpc-ros-wrapper

ROS package for the implementation of Model Predictive Control on the Clearpath Husky.

mpc_av icon mpc_av

Modern Predictive Controller for Local Trajectory Generation and Tracking of Autonomus Vehicles

mpc_node icon mpc_node

ros MPC node based on IpOpt library for differential drive robot following a person.

mpc_ros icon mpc_ros

Nonlinear Model Predictive Control on Differential Wheeled Mobile Robot using ROS

mpc_tracker_ros icon mpc_tracker_ros

Trajectory Tracking Controller for ROS Package Using Nonlinear Model Predictive Control (MPC) with C/GMRES Method

multi-purpose-mpc icon multi-purpose-mpc

Multi-Purpose MPC for Reference Path Tracking, Time-Optimal Driving and Obstacle Avoidance

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