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Santhosh Parthiban's Projects

airsim icon airsim

Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research

airsimdrl icon airsimdrl

Autonomous UAV Navigation without Collision using Visual Information in Airsim

motion_planning icon motion_planning

Motion Planning Library to accompany turtlebot3_from_scratch repository. Deployed PRM, Grid Map, A*, Theta*, LPA*, D* Lite*, Potential Field, and MPPI.

path-planning icon path-planning

路径规划算法,A*,A-star启发搜索,Hybrid-A*,混合A*算法,Dijkstra迪杰斯特拉算法,GBFS贪婪最佳优先搜索算法,DFS深度优先搜索,BFS广度优先搜索算法等,车辆路径规划算法,小黑子路径规划

path_plan icon path_plan

Path plan algorithm, include: A*, APF(Artificial Potential Field)

px4-avoidance icon px4-avoidance

PX4 avoidance ROS node for obstacle detection and avoidance.

quad_exploration icon quad_exploration

Simulation of Quadcopter/Quadrotor Exploration of Unknown Environments using Artificial Potential Field. Uses Vispy for animation

quadrotor icon quadrotor

Quadrotor control, path planning and trajectory optimization

reinforcement_learning_in_python icon reinforcement_learning_in_python

Implementing Reinforcement Learning, namely Q-learning and Sarsa algorithms, for global path planning of mobile robot in unknown environment with obstacles. Comparison analysis of Q-learning and Sarsa

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.

uav_path_planning icon uav_path_planning

Using the Artificial Potential Field Algorithm to avoid obstacles and reach a goalpoint

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