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王一鑫's Projects

drl_mrta_nav icon drl_mrta_nav

An implementation of a single environment for the paper "End-to-End Deep Reinforcement Learning for Decentralized Task Allocation and Navigation for a Multi-Robot System"

modelling-and-control-of-multi-mobile-robots-using-mpc icon modelling-and-control-of-multi-mobile-robots-using-mpc

Working on model predictive control to control a group of multiple mobile robots and generate online trajectories in real time while avoiding collision with static point obstacles and other robots. On-demand Collision avoidance method is used to avoid collision and a replanning strategy is to be used to avoid disturbances to the system.

motion-planning-algorithms icon motion-planning-algorithms

Matlab Implementations of some basic motion planning algorithms, such as A*, RRT, RRT*, Minimum Snap Trajectory Generation, etc..

multi-robot icon multi-robot

Multi robot path planning and Navigation using Multi agent Reinforcement Learning.

rl-collision-avoidance icon rl-collision-avoidance

Implementation of the paper "Towards Optimally Decentralized Multi-Robot Collision Avoidance via Deep Reinforcement Learning"

rl_rvo_nav icon rl_rvo_nav

The source code of the paper "Reinforcement Learned Distributed Multi-Robot Navigation with Reciprocal Velocity Obstacle Shaped Rewards"

rvo2 icon rvo2

Unofficial port of RVO2 to Python3

rvo_rospy icon rvo_rospy

Implementation of the paper "Reciprocal Velocity Obstacles for real-time multi-agent navigation" in ROS using rospy in Turtlesim

simple-little-game icon simple-little-game

Understand the use of arrays in c++ through a simple game of three chess pieces。

turtlebot3_shm icon turtlebot3_shm

For multiple Turtlebot3 Navigation + ORCA algorithm for local pathing

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