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  1. TS-EMO TS-EMO Public

    This repository contains the source code for “Thompson sampling efficient multiobjective optimization” (TSEMO).

    MATLAB 93 16

  2. UKF-SNMPC UKF-SNMPC Public

    This repository contains the source code for “Unscented Kalman filter stochastic nonlinear model predictive control” (UKF-SNMPC).

    Python 59 22

  3. Nominal_NMPC Nominal_NMPC Public

    A basic nonlinear model predictive control implementation using Casadi with Unscented Kalman filter state estimation

    Python 49 6

  4. SDD-GP-MPC SDD-GP-MPC Public

    This repository contains the source code for "Stochastic data-driven model predictive control using Gaussian processes" (SDD-GP-MPC).

    Python 49 6

  5. GP-MA GP-MA Public

    Source code for Gaussian process modifier adaptation (GP-MA)

    MATLAB 4 1

  6. PCE-NMPC PCE-NMPC Public

    This repository contains the source code for "Output feedback stochastic nonlinear model predictive control for batch processes"

    Python 2