PathPlanning
PythonRobotics
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| PathPlanning | PythonRobotics | |
|---|---|---|
| 2 | 10 | |
| 6,957 | 21,629 | |
| - | - | |
| 0.0 | 8.9 | |
| about 1 year ago | 4 days ago | |
| Python | Python | |
| MIT License | GNU General Public License v3.0 or later |
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
PathPlanning
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Can you please recommend me some resources on D* algorithm?
There is also a github repo I starred a while back that has a good amount of path planning algorithms in python, D* included: https://github.com/zhm-real/PathPlanning
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How to implement concurrent motion planning algorithms?
Do you need available algorithms in C++? Just Google "GitHub path planning algorithms C++". Otherwise, I do research on these algorithms and know about a good GitHub here: In Python. I recommend adding visualizations, random generator seeding, and unit tests that compare algorithms to make sure you've implemented them all correctly. Let me know if you need good papers, but in particular I like an RRT variant by Sidd Srinivasa's group from 2014. Original RRT papers are from LaValle
PythonRobotics
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Python Alternative to MATLAB's UAV Toolbox?
I usually start here: https://github.com/AtsushiSakai/PythonRobotics , but I'm not sure how much is extended to 3D off the top of my head.
- kalman filter & c++
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Robot path planning
Code is on github. You could try to start with the main method here: https://github.com/AtsushiSakai/PythonRobotics/blob/master/PathPlanning/AStar/a_star.py
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slam using rplidar A1 in python only
Also another good source of material https://atsushisakai.github.io/PythonRobotics/
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probabilistic robotics as ros packages
Look into the following source. Its not implemented in ROS but there are examples of implementation of Robotics algorithms in python. From there it should be easy to implement them in ROS after you understand how ROS work. https://atsushisakai.github.io/PythonRobotics/
- A Robotics Roadmap to get you started
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I am creating a fast, header-only, C++ library for control algorithms
This was partly inspired by PythonRobotics (which I love!). However, I don't want this repo to become a huge collection of unorganized algorithms. I want the focus to be on quality over quantity. At the same time, I don't want this repo to be only "educational". While I want to include as many examples as possible for educational (and documentation) purpose, I want this library to be fast so that it can be used in practical applications.
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i dont know what to do next with ros
check out python robotics https://github.com/AtsushiSakai/PythonRobotics
- Comprehensive Simulation Library for Robotics
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LQR controller on a v-rep robot by Matlab
https://github.com/AtsushiSakai/PythonRobotics#linearquadratic-regulator-lqr-speed-and-steering-control
What are some alternatives?
Dstar-lite-pathplanner - Implementation of the D* lite algorithm in Python for "Improved Fast Replanning for Robot Navigation in Unknown Terrain"
rospy - ROS communications-related packages, including core client libraries (roscpp, rospy, roslisp) and graph introspection tools (rostopic, rosnode, rosservice, rosparam).
multi_agent_path_planning - Python implementation of a bunch of multi-robot path-planning algorithms.
roslibpy - Python ROS Bridge library
motion_planning - Robot path planning, mapping and exploration algorithms
mini-cheetah-tmotor-python-can - Python Motor Driver for Mini-Cheetah based Actuators: T-Motor AK80-6/AK80-9 using SocketCAN Interface
openwebrx - Open source, multi-user SDR receiver software with a web interface
rtabmap - RTAB-Map library and standalone application
MT-RRT - General purpose library for multithreaded Rapidly Random exploring Trees
PYQT-RVIZ - The following GUI is performed in PYQT4 for the teleoperation and control of a simulated differential mobile robot in RVIZ using ROS.
dwm1001-examples - Simple C examples for Decawave DWM1001 hardware
pylgbst - Python library for LEGO® PoweredUp devices