Derek's repositories
quadruped_ctrl
MIT mini cheetah quadruped robot simulated in pybullet environment using ros.
hybrid_gait
RL training for quadruped robot(mit minicheetah) various gaits in different velocity based on MPC controller.
OpenRoboRL
An open source robot reinforcement learing plantform using stable-baselines and OpenAI Gym
robot_training
Robot reinforcement lerning demo using OpenAI Gym Env with tianshou framework and Ros
Pontryagin-Differentiable-Programming
A unified end-to-end learning and control framework that is able to learn a (neural) control objective function, dynamics equation, control policy, or/and optimal trajectory in a control system.
robotics-toolbox-python
Robotics Toolbox for Python
spatialmath-python
Create, manipulate and convert representations of position and orientation in 2D or 3D using Python
SymPyBotics
[UNMAINTAINED] Symbolic Framework for Modeling and Identification of Robot Dynamics
AI4Animation
Bringing Characters to Life with Computer Brains in Unity
elevation_mapping
Robot-centric elevation mapping for rough terrain navigation
motion_imitation
Code accompanying the paper "Learning Agile Robotic Locomotion Skills by Imitating Animals"
python-cheatsheet
Comprehensive Python Cheatsheet
PythonRobotics
Python sample codes for robotics algorithms.
pytorch-handbook
pytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行
RoboticLib
application for rl c++ library
ros_deep_learning
Deep learning inference nodes for ROS with support for NVIDIA Jetson TX1/TX2/Xavier and TensorRT
tdmpc
Code for "Temporal Difference Learning for Model Predictive Control"
VINS-Fusion
An optimization-based multi-sensor state estimator