Drake Tutorial
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Drake Tutorial
Drake Tutorial
To get started
Introduction
Drake Concepts
Drake Multibody
Drake Simulation
Drake Notation
Bazel basics
Things to do in drake
Hello, Drake!
Create a URDF/SDF robot
Visualize data in LCM
Visualize trajectory
[WIP] Visualize data
[WIP] Control Real KUKA arm
Drake Controllers
PID control of double pendulum
LQR on Cart Pole
Inverse Dynamics Control on fully-actuated KUKA arm
[WIP] Control a underactuated robot using Inverse Dynamics Controller
Drake Optimization
[WIP] Trajectory Optimization 1 - Direct Transcription
[WIP] Trajectory Optimization 2 - Direct Collocation
[WIP] Trajectory Optimization 3 - Shooting method
[WIP] Optimal Control 1 - Quadratic Programming
[WIP] Optimal Control 2 - Sequential Quadratic Programming
Q & A
FAQ
Use Drake as part of your project
Deprecated
Create a simple system
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Drake Tutorial
Learning Drake from the perspective of a robotics beginner.
​Drake is a robotics C++ software maintained by Robot Locomotion Group from MIT and Toyota Research Institute. It is a powerful tool for robotics developers but is difficult for beginners. Here, I share my learning experiences and my personal understanding of Drake. Hopefully, Drake beginners find it useful.
This document is supported by GitBook. The official website is https://drake.guzhaoyuan.com/.
To contribute, contact the author [email protected].
If you have any questions, please file an issue, to help improve the document.
Drake started to release monthly since 2020 and the development moves fast. This tutorial is based on release v0.20.0.
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Last modified 1yr ago
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