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liang's Projects

ilqr icon ilqr

Iterative Linear Quadratic Regulator with auto-differentiatiable dynamics models

learnoptimwbc icon learnoptimwbc

learnOptimWBC is a Matlab framework to study the combination of learning and multi-task prioritized control for redundant robots.

lqr-control-for-inverted_pendulum icon lqr-control-for-inverted_pendulum

The goal of this application is to develop a LQR based controller to balance an inverted pendulum. This application is developed as part of the second homework assignment in the course SES 598: Autonomous Exploration Systems at Arizona State University. The LQR function is provided by the python-controls toolbox.

manim icon manim

Animation engine for explanatory math videos

modernroboticscpp icon modernroboticscpp

Modern Robotics: Mechanics, Planning, and Control C++ Library --- The primary purpose of the provided software is to be easy to read and educational, reinforcing the concepts in the book. The code is optimized neither for efficiency nor robustness. http://modernrobotics.org/

mpc icon mpc

linear MPC based on OSQP

osqp icon osqp

The Operator Splitting QP Solver

quad-sdk icon quad-sdk

Software tools for agile quadrupeds, developed by the Robomechanics Lab at Carnegie Mellon University.

quadruped_ctrl icon quadruped_ctrl

MIT mini cheetah quadruped robot simulated in pybullet environment using ros.

rbdl icon rbdl

RBDL is a C++ library that contains some essential and efficient rigid body dynamics algorithms such as the Articulated Body Algorithm (ABA) for forward dynamics, Recursive Newton-Euler Algorithm (RNEA) for inverse dynamics, the Composite Rigid Body Algorithm (CRBA) for the efficient computation of the joint space inertia matrix and is also able to compute forward dynamics with external contact constraints and collision impulses. Furthermore it has some basic support for forward and inverse kinematics.

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