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#3: Bandits and Simulators for Recommenders with Olivier Jeunen

Recsperts - Recommender Systems Experts

CHAPTER

How to Use Simulation Environments to Improve Banded Learning

There is also a need for data. We don't really have enough data sets where there is a stochastic policy showing recommendations to users. When we're moving towards the reinforcement learning problem, I think we need to first build these in simulation environments before we can then start looking at using them to solve different problems. So my main tip would be when you want to focus on banded learning, look at using simulation environments.

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