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Switching density network pendulum controller identification

As an explanation aid, we include a jupyter notebook that provides a mimimum working example of a switching density network. More details can be found in the CoRL 2019 paper: Hybrid system identification using switching density networks.

Requirements:
  • Keras
  • Open AI gym
  • Tensorflow
  • Tensorflow probability

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Switching density network pendulum example https://arxiv.org/abs/1907.04360

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