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supervised-learning-pwa-mpc

Software underlying the publication: Learning-based model predictive control for piecewise affine systems with feasibility guarantees

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Description

This data contains source code for reproducing all experiments and results in the publication. This research proposes a new learning-based control paradigm for piecewise affine systems, in particular providing feasibility gaurantees. The data consists of python files that are used to run the control simulations and generate time series data of the simulated systems.

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Keywords
Programming languages
  • Python 66%
  • Other 31%
  • Markdown 2%
  • Matlab 1%
License
  • CC-BY-4.0
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