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kely117's Projects

rl-dwa icon rl-dwa

Using stable-baselines3 'PPO' reinforcement learning algorithm to train dynamic window approach

rl-quadrotor icon rl-quadrotor

Reinforcement Learning for quadrotor trajectory planning and control

robotics-planning-dynamics-and-control icon robotics-planning-dynamics-and-control

RPDC : This contains all my MATLAB codes for the Robotics, Planning, Dynamics and Control . The implementations model various kinds of manipulators and mobile robots for position control, trajectory planning and path planning problems.

ros-install icon ros-install

一键安装程序,欢迎大家提交代码和小鱼一起一键安装停止浪费生命

ros_motion_planning icon ros_motion_planning

Motion planning and Navigation of AGV/AMR:ROS planner plugin implementation of A*, JPS, D*, LPA*, D* Lite, Theta*, RRT, RRT*, RRT-Connect, Informed RRT*, ACO, PSO, Voronoi, PID, LQR, MPC, DWA, APF, Pure Pursuit etc.

rt-rrt-star icon rt-rrt-star

Implementation of real-time variant of RRT* called RT-RRT* capable of dealing with dynamic obstacles and changing goal locations.

thesis icon thesis

Simulation of a path-planning controller for UAV agents performing search and rescue in a disaster environment with dynamic states. The system uses a two-layer controller architecture with a TSK FIS for path-planning and an MPC controller for optimising the FIS parameters.

trajectory_optimization icon trajectory_optimization

[IEEE ICRA'22] DPMPC-Planner: A real-time UAV trajectory planning framework for complex static environments with dynamic obstacles (C++/ROS)

uav-motion-control icon uav-motion-control

MATLAB implementation of UAV (unmanned aerial vehicle) control simulation, with RRT (rapidly exploring random tree) for path planning, B-Spline for trajectory generation and LP (linear programming) for trajectory optimization.

uav-path-planning-pso icon uav-path-planning-pso

Unmanned Combat Aerial Vehicles Path Planning Using a Novel Probability Density Model Based on Artificial Bee Colony Algorithm

uav-simulator icon uav-simulator

A Simulink-based simulator to study different aspects of autonomous fixed-wing aerial vehicles, such as the kinematics & dynamics, control, state estimation and path planning.

uav_path_planning icon uav_path_planning

This work is an Integration of two different softwares. STK and Matlab. STK is a simulation software where we simulate UAV flights and other scenarios. Matlab allows us to run the code for a shortest path algorithm through image processing.

uavs icon uavs

Intelligent UAV path planning simulation system is a software with fine operation control, st

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