/optimal_control_distribution

Repository for computing the probability distribution of an optimal control problem

Primary LanguageJupyter Notebook

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