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Reinforcement learning model for ventilation control

This repo contains code to reproduce the results of the paper titled "Development and validation of a reinforcement learning model for ventilation control during emergence from general anesthesia", published in NPJ Digital Medicine (2023): https://doi.org/10.1038/s41746-023-00893-w

Requirements

  • python >= 3.8
  • pytorch >= 1.11.0
  • numpy >= 1.21
  • sklearn >= 1.0.1
  • pandas >= 1.3.4