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Ant Colony Optimization based RRT* Path Planning for mobile robots

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Ant Colony Optimization based RRT* Path Planning

For more details, please refer to the project report: Plan like Ants - Efficient path planning using RRT* and Ant Colony Optimization.

Dependencies

  • python3 interpreter
  • Python packages - numpy, time, matplotlib, copy, math, collections, queue, opencv, readline

Execution

  • ACO-RRT*

    • To execute the program for this problem, navigate to the submission folder and use the following commands
      cd <path_to_submission>/code/
      python3 ACO_RRT*.py
      
  • RRT*

    • To execute the program for this problem, navigate to the submission folder and use the following commands
      cd <path_to_submission>/code/
      python3 RRT*.py
      

Demo

gazebo_aco.mp4

Help

For any assistance with executing the programs or questions related to them, please reach out to us at [email protected] or [email protected].

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Ant Colony Optimization based RRT* Path Planning for mobile robots

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