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zhuchengyu's Projects

autompc icon autompc

Automatic Tuning for Data-driven Model Predictive Control

control-toolbox icon control-toolbox

The Control Toolbox - An Open-Source C++ Library for Robotics, Optimal and Model Predictive Control

face_recognition icon face_recognition

The world's simplest facial recognition api for Python and the command line

geometric-toolbox icon geometric-toolbox

Contains all the functions (such as hat map, rotations, transport map, etc.) used during the development of geometric mechanics and control of robotic systems.

it_book icon it_book

本项目收藏这些年来看过或者听过的一些不错的常用的上千本书籍,没准你想找的书就在这里呢,包含了互联网行业大多数书籍和面试经验题目等等。有人工智能系列(常用深度学习框架TensorFlow、pytorch、keras。NLP、机器学习,深度学习等等),大数据系列(Spark,Hadoop,Scala,kafka等),程序员必修系列(C、C++、java、数据结构、linux,设计模式、数据库等等)

mpc-cbf icon mpc-cbf

"Safety-Critical Model Predictive Control with Discrete-Time Control Barrier Function" by J. Zeng, B. Zhang and K. Sreenath https://arxiv.org/abs/2007.11718

mpc-cbf-1 icon mpc-cbf-1

Model Predictive Control with discrete-time Control Barrier Functions (MPC-CBF) for a wheeled mobile robot.

mpcc icon mpcc

Model Predictive Contouring Controller (MPCC) for Autonomous Racing

neural_clbf icon neural_clbf

Toolkit for learning controllers based on robust control Lyapunov barrier functions

ofsmpc icon ofsmpc

A dual-control effect preserving formulation for nonlinear output-feedback stochastic model predictive control with constraints

oyster icon oyster

Implementation of Efficient Off-policy Meta-learning via Probabilistic Context Variables (PEARL)

pilco icon pilco

Bayesian Reinforcement Learning in Tensorflow

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