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desperadohyh's Projects

a-loam icon a-loam

Advanced implementation of LOAM

dgpmp2 icon dgpmp2

Differentiable Gaussian Process Motion Planning

hypharos_minicar icon hypharos_minicar

1/20 MiniCar: An ackermann based rover for MPC and Pure-Pursuit controller

lc_ngsim icon lc_ngsim

lane change trajectories extracted from NGSIM

lego-loam icon lego-loam

LeGO-LOAM: Lightweight and Ground-Optimized Lidar Odometry and Mapping on Variable Terrain

motionplanning icon motionplanning

Motion planning algorithms commonly used on autonomous vehicles. (path planning + path tracking)

openocl icon openocl

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

optimtraj icon optimtraj

A trajectory optimization library for Matlab

phd-bibliography icon phd-bibliography

References on Optimal Control, Reinforcement Learning and Motion Planning

pure_pursuit icon pure_pursuit

A ROS implementation of the pure pursuit path following algorithm.

pure_pursuit-1 icon pure_pursuit-1

Simple implementation of pure pursuit control as a local planner for ROS move_base

rrt icon rrt

Python RRT algorithm with visualization, kinodynamic constraints and other optimizations/extensions

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