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README.md

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Python codes for robotics algorithm.
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# Table of Contents
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* [Requirements](#requirements)
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* [How to use](#how-to-use)
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- [Automatic Steering Methods for Autonomous Automobile Path Tracking](https://www.ri.cmu.edu/pub_files/2009/2/Automatic_Steering_Methods_for_Autonomous_Automobile_Path_Tracking.pdf)
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## Rear wheel feedback control
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Path tracking simulation with rear wheel feedback steering control and PID speed control.
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![PythonRobotics/figure_1.png at master · AtsushiSakai/PythonRobotics](https://github.com/AtsushiSakai/PythonRobotics/blob/master/PathTracking/rear_wheel_feedback/animation.gif)
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Ref:
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- [A Survey of Motion Planning and Control Techniques for Self-driving Urban Vehicles](https://arxiv.org/abs/1604.07446)
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## Linear–quadratic regulator (LQR) steering control
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Path tracking simulation with LQR steering control and PID speed control.
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![PythonRobotics/figure_1.png at master · AtsushiSakai/PythonRobotics](https://github.com/AtsushiSakai/PythonRobotics/blob/master/PathTracking/lqr_steer_control/animation.gif)
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Ref:
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- [ApolloAuto/apollo: An open autonomous driving platform](https://github.com/ApolloAuto/apollo)
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## Linear–quadratic regulator (LQR) speed and steering control
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Path tracking simulation with LQR speed and steering control.
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![3](https://github.com/AtsushiSakai/PythonRobotics/blob/master/PathTracking/lqr_speed_steer_control/animation.gif)
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Ref:
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- [Towards fully autonomous driving: Systems and algorithms \- IEEE Conference Publication](http://ieeexplore.ieee.org/document/5940562/)
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## Model predictive speed and steering control
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- [Welcome to CVXPY 1\.0 — CVXPY 1\.0\.0 documentation](https://cvxgrp.github.io/cvxpy/index.html)
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Ref:
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- [Vehicle Dynamics and Control \| Rajesh Rajamani \| Springer](http://www.springer.com/us/book/9781461414322)
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- [MPC Course Material \- MPC Lab @ UC\-Berkeley](http://www.mpc.berkeley.edu/mpc-course-material)
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# License
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