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Probabilistic Iterative LQR for Short Time Horizon MPC

Repository for computing the probability distribution of an optimal control problem and use a short horizon MPC tracking controller to track the trajectory distribution. It contains the codes to run the experiments in the paper (https://arxiv.org/abs/2012.06349).

To run the experiments, use the following notebooks:

  • panda.ipynb
  • quadcopter.ipynb

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