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ZiTian Shi's Projects

3d_object_recognition icon 3d_object_recognition

recognize and localize an object in 3D Point Cloud scene using VFH - SVMs based method and 3D-CNNs method

aa-sipp-m icon aa-sipp-m

Algorithm for prioritized multi-agent path finding (MAPF) in grid-worlds. Moves into arbitrary directions are allowed (each agent is allowed to follow any-angle path on the grid). Timeline is continuous, i.e. action durations are not explicitly discretized into timesteps. Different agents' size and moving speed are supported. Planning is carried out in (x, y, \theta) configuration space, i.e. agents' orientation are taken into account.

aabbcc icon aabbcc

Dynamic AABB trees in C++ with support for periodic systems.

agribot-local-planner icon agribot-local-planner

ROS Local Planner - using DWA & PID control ideas to work with move_based and navigation packages to navigate the robot through way-points to get it to its destination.

agvs icon agvs

ROS package for the robot AGVS, intended for indoor transportation tasks

algo icon algo

数据结构和算法必知必会的50个代码实现

algorithm icon algorithm

C++ Implementation of Algorithms (aka. Spaghetti Source)

algorithms-robotics icon algorithms-robotics

A set of robotics algorithms dealing with AI problems of different nature: perception, localization, path planning, trajectory prediction, etc.

am_traj icon am_traj

Alternating Minimization Based Trajectory Generation for Quadrotor Aggressive Flight

apollo icon apollo

An open autonomous driving platform

aslan icon aslan

Open source self-driving software for low speed environments

asscpp icon asscpp

Adaptive Search Space Coverage Path Planning

astar-gridmap-2d icon astar-gridmap-2d

A* algorithms for 2D gridmaps. The fastest one, until you prove me wrong

astar-jps-thetastar icon astar-jps-thetastar

Basic algorithms for single-shot grid-based 2D path finding: BFS, Dijkstra, A*, Jump Point Search (JPS), Theta*

auto-complete-graph icon auto-complete-graph

a method to integrate an emergency map into a robot map, so that the robot can plan its way toward places it has not yet explored.

autogenu-jupyter icon autogenu-jupyter

An automatic code generator for nonlinear model predictive control (NMPC) and the continuation/GMRES method (C/GMRES) based numerical solvers for NMPC

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