sadET
pinocchio
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sadET | pinocchio | |
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1 | 9 | |
1 | 1,491 | |
- | 8.8% | |
6.6 | 9.3 | |
about 1 month ago | 4 days ago | |
C++ | C++ | |
MIT License | GNU General Public License v3.0 or later |
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sadET
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Assign expression-template to variable in C++
Then, each expression should carry enough information that you can call different member functions, such as derivative for their derivative, or conjugate to take its complex conjugate, etc. Now, the conjugate (and derivative) member function should somehow inherit its behaviour from the sub expressionss. You only need to define what conjugate means for the Number class, and then all other expressions, just apply this function to its sub expressions, until a Number is reached. I am not sure if this is detailed enough, but I apply this logic here. In this piece of code, I am using ETs to that define expressions, and then use these expressions to take their derivatives. This is an autodiff library (without dual numbers), which works well, but it suffers from the the problem; can't find a way to assign and reassign variables to expressions.
pinocchio
- Good examples of C++ source code for math oriented software development?
- How to do position control of an elastic robot arm?
- Which is the best way to work with matrices and linear algebra using c++?
- I want to build a bipedal robot. Are there any open source libraries to handle walking and balancing?
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Help! After adding a chest (incl battery and two servos for the shoulders) my humanoid Kayra the same gait pattern doesn't work anymore. Here's a video contrasting with vs without chest. What are the top five improvements you'd suggest?
Open-loop walking + physics: (e.g. ZMP-based) one thing you can do (that does not imply adding an IMU to Kayra and going for feedback) is include some walking physics into your walking trajectory generation. To give you an idea, I've written a tutorial on doing that in Python a couple of years ago. The libraries in this tutorial are deprecated now, but I'm working on an equivalent stack at github.com/tasts-robots using more durable software like pinocchio. The libs are still WIP but if you are interested in exploring that dev path (i.e. making a ZMP-based trajectory generator for Kayra) I can support you and help adapt them (because I want that SW to be useful for a maximum number of people).
- What type of software is widely used for robotics in industry?
- I have a robot model in URDF (running in pybullet). Are there easy tools to get the forward/inverse kinematics, and especially use that to plug it into a LQR controller?
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What software can I use to play around with articulated robots?
Drake and Pinocchio both use the Python interface to Meshcat as an option for visualizing robots, and they can both do the forward kinematics and have visualizer components that place the visual meshes properly relative to the computed frames, but both of those are full-fledged and complex kinematics and dynamics libraries for contact-rich interaction (and more), so the API calls to get a model set up are doing a lot more than providing a visual model you can feed joint angles to.
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Rigid Body Dynamics Libraries
Pinocchio sounds like exactly what you need: https://github.com/stack-of-tasks/pinocchio
What are some alternatives?
Zygote.jl - 21st century AD
meshcat - Remotely-controllable 3D viewer, built on top of three.js
Robotics Library (RL) - The Robotics Library (RL) is a self-contained C++ library for rigid body kinematics and dynamics, motion planning, and control.
idyntree - Multibody Dynamics Library designed for Free Floating Robots
rbdl-orb - RBDL - Rigid Body Dynamics Library - ORB Version - The two main differences to the original rbdl is that this version has error handling and uses polymorphism for constraints
control-toolbox - The Control Toolbox - An Open-Source C++ Library for Robotics, Optimal and Model Predictive Control
meshcat-python - WebGL-based 3D visualizer for Python
DART - DART: Dynamic Animation and Robotics Toolkit
symforce - Fast symbolic computation, code generation, and nonlinear optimization for robotics
robotics-toolbox-python - Robotics Toolbox for Python
Fast_RRT-ROS - RRT-ROS implementation.
xtensor - C++ tensors with broadcasting and lazy computing