• Addressing challenges specific to autonomous driving motion planning

  • Managing dynamic obstacles such as other vehicles and pedestrians

  • Incorporating traffic rules and regulations into planning algorithms

  • Planning for lane changes and overtaking maneuvers

  • Implementing motion planning algorithms in simulated environments using platforms like ROS