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Simulated Contextual Bandits from Recommendation Datasets

Source code for the numerical experiments presented in the paper "Simulated Contextual Bandits for Personalization Tasks from Recommendation Datasets", preprint is available at https://arxiv.org/abs/2210.10631

Setup

  • Install the requirements via pip install -r requirements.txt
  • Run the code via python -m main -e {evn} where {env} is one of the recommendation datasets, i.e. e = {ml25m, imdb}