Applied Game Systems Design by Burak Ökten

Applied Game Systems Design by Burak Ökten

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Balancing Level Difficulty in Hybrid-Casual Puzzles using ML and System Modeling
How can we predict the win rate of a level using machine learning on a dataset prepared with simulated player behavior?
Jul 16 • 
Burak Ökten
2

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Applied Game Systems Design by Burak Ökten
Applied Game Systems Design by Burak Ökten
Balancing Level Difficulty in Hybrid-Casual Puzzles using ML and System Modeling

March 2025

Designing Tripeaks Solitaire Levels with Predictable Outcomes
Can theoretical approaches provide enough insights into how difficult a level is?
Mar 13 • 
Burak Ökten

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Applied Game Systems Design by Burak Ökten
Applied Game Systems Design by Burak Ökten
Designing Tripeaks Solitaire Levels with Predictable Outcomes

February 2025

Candy Crush Solitaire Deconstruction & Experimenting with Auto-Level Generation
How can we auto-generate engaging levels by learning from data-driven deconstruction?
Feb 19 • 
Burak Ökten
6

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Applied Game Systems Design by Burak Ökten
Applied Game Systems Design by Burak Ökten
Candy Crush Solitaire Deconstruction & Experimenting with Auto-Level Generation
© 2025 Burak Ökten
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