Math Quiz
A downloadable game for Windows
AI-Powered Adaptive Difficulty Game
This game has been developed as part of a Bachelor's thesis titled:
Developing an AI-powered game level difficulty adjustment model.
The objective of this project is to design and evaluate a dynamic difficulty adjustment (DDA) system that utilizes real-time gameplay data and machine learning techniques to personalize the game experience for each player.
About the Game
This is a data-driven quiz game that integrates an AI model to adaptively adjust the difficulty level based on player performance metrics such as:
Reaction time
Answer correctness
Current difficulty level
The model leverages a Random Forest Regressor that continuously learns from player inputs to predict and recommend suitable difficulty levels, aiming to maintain optimal challenge and engagement.
Research Purpose
By playing this game, you are contributing to research focused on:
Developing practically applicable models for difficulty adjustment.
Validating the effectiveness of real-time AI-based tuning in gameplay environments.
Enhancing player experience through adaptive challenge scaling.
Gameplay data will be stored, includes:
Player name
Time of gameplay
Question details and responses
Accuracy and reaction time
An internet connection is required for data storage and model training.
Download
Install instructions
1. Download the ZIP file and extract it to your preferred folder.
2. Open the extracted folder.
3. Run the file named main.exe to start the game.
Requirements:
An active internet connection is required to store gameplay data and allow the AI model to update.
This game is Windows-only and may trigger a security warning if it happens—click “More Info” → “Run Anyway”.
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