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XiaoHei's Projects

a-star icon a-star

Implementation of the A* algorithm for path planning

alpha-zero-general icon alpha-zero-general

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

apf_code icon apf_code

Code of Artificial Potencial Field Method for Robot Path Planning

apollo icon apollo

An open autonomous driving platform

ar2 icon ar2

6 axis stepper motor robot and control software - Gen2

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

btraj icon btraj

Bezier Trajectory Generation for Autonomous Quadrotor, ICRA 2018

cereal icon cereal

A C++11 library for serialization

cfs icon cfs

Various implementations of the convex feasible set algorithm (CFS).

collaborativetransportation2d icon collaborativetransportation2d

The MATLAB code shows a simple collaborative transportation task carried out on a planar workspace. The models, algorithms and results given in this code are linked to the T-RO paper "Learning Physical Robot Collaborative Behaviors from Human Demonstrations"

d_star_pathplanning icon d_star_pathplanning

Simple Matlab implementation of D*Lite, Focussed D*, A*, for dynamic path planning for mobile robots

ddpg-aigym icon ddpg-aigym

Continuous control with deep reinforcement learning - Deep Deterministic Policy Gradient (DDPG) algorithm implemented in OpenAI Gym environments

deeprl icon deeprl

Highly modularized implementation of popular deep RL algorithms in PyTorch

dmpbbo icon dmpbbo

C++ library for Function Approximation, Dynamical Movement Primitives, and Black-Box Optimization

gjk.c icon gjk.c

Gilbert-Johnson-Keerthi (GJK) collision detection algorithm in 200 lines of clean plain C

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