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TrajectoryOptimization

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A package for solving trajectory optimization problems in Julia.

This package solves optimal control problems using:

  • Iterative LQR (iLQR)

    • Augmented Lagrangian method for nonlinear constraints
    • Infeasible state trajectory initialization
    • Minimum time
    • Square root method for numerical conditioning
    • Nonlinear cost functions
  • Direct Collocation (DIRCOL)

    • IPOPT, SNOPT

-Autodifferentiation of nonlinear dynamics and constraint functions via ForwardDiff.jl

-Dynamics directly from a URDF via RigidBodyDynamics.jl

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  • Jupyter Notebook 57.3%
  • Julia 42.7%