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ai-winter / python_motion_planning

Star 464

Motion planning and Navigation of AGV/AMR：python implementation of Dijkstra, A*, JPS, D*, LPA*, D* Lite, (Lazy)Theta*, RRT, RRT*, RRT-Connect, Informed RRT*, ACO, Voronoi, PID, DWA, APF, LQR, MPC, RPP, DDPG, Bezier, Dubins etc.

python motion-planning rrt a-star rrt-star dijkstra ant-colony-optimization voronoi bezier-curve d-star-lite d-star jump-point-search model-predictive-control theta-star informed-rrt-star dubins-curve artificial-potential-field rrt-connect lazy-theta-star lpa-star
  • Updated Jun 26, 2024
  • Python

tedhuang96 / PNGNav

Star 21

[ICRA24] ROS implementation of NIRRT*-PNG (Neural Informed RRT* with Point-based Network Guidance) for TurtleBot navigation. RRT*, Informed RRT*, and Neural RRT* implementations are also included. Gazebo simulation version is provided.

neural-network navigation motion-planning rrt path-planning ros rrt-star turtlebot rospy informed-rrt-star ros-noetic turtlebot-simulation turtlebot-gazebo neural-rrt-star neural-informed-rrt-star
  • Updated Aug 18, 2024
  • Python

Rubo12345 / Constructing-a-watchman-route-for-an-indoor-environment

Star 2

Motion Planning Group Project - Tried to find a shortest watchman route (robot shortest path) by solving the art gallery problem to find the optimal scan locations, and then connected these scan locations by solving the travelling salesman problem

robotics genetic-algorithm rrt path-planning rrt-star computational-geometry art-gallery-problem travelling-salesman-problem informed-rrt-star simple-polygons held-karp probabilistic-road-map watchman-route-problem polygons-with-holes
  • Updated Aug 22, 2022
  • Python

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