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Code for "Epistemic Side Effects & Avoiding Them (Sometimes)"

This code is based on the code of the paper "Be Considerate Avoiding Negative Side Effects in Reinforcement Learning". You can find the code here.

Installation instructions

The code has the following requirements:

  • Python3
  • numpy
  • matplotlib

How to run the code

To run the code, first move to the src folder. There are multiple scripts to run in tests folder, and each one reproduces one of the experiments in the paper.

  • Results of Table 1 To run these experiments you need to execute the lines below (each line corresponds to a column of a table).
python3 -m tests.epkitchen A  

python3 -m tests.epkitchen B  

python3 -m tests.epkitchen C  

python3 -m tests.wetkitchen

python3 -m tests.spoiledkitchen