• Formulating motion planning as an optimization problem

  • Defining objective functions and constraints

  • Applying gradient-based optimization methods

  • Implementing trajectory optimization and smoothing techniques

  • Hands-on practice in implementing trajectory optimization algorithms using gradient descent