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Personalizing in-game experience using reinforcement learning

Ilya Katsov

Sep 13, 2021

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Problem
- Personalize in-game experience
- Reduce model development effort
- Increase long-term engagement / LTV

Grid Dynamics' solution
- Reinforcement learning based personalization platform
- MVP delivered in 8 weeks

Results
Up to 25% dollar-per-user improvement compared with the baselines

Personalizing in-game experience using reinforcement learning

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