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RLOSF-Coding-Exercise

Description

This repository is the python implementation of the RLOSF-20221 Coding Exercise.

Task

Modify the second scenario in Simulating Content Personalization with Contextual Bandits in the following ways:

  • Add multiple changes to the reward distribution over time
  • Introduce varying noise in the reward distribution
    Run this new simulator with different exploration algorithms and vizualize and compare their performance.