AI-Based Flappy Bird Game with Dynamic Level Generation

• Published in: 2024 IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI) Vol. 2; pp. 1 - 6
• Main Authors: Vijaya, J., Jangir, Vansh, Sharma, Harshvardhan, Srivastava, Devansh, Jaswani, Naman
• Format: Conference Proceeding
• Language: English
• Published: IEEE 14.03.2024
• Subjects: Artificial intelligence; Birds; Code Efficiency; Data Extraction; Debugging; Games; Heuristic algorithms; Object-Oriented Programming; Python Modules; Sociology; Statistics; Web Scraping
• DOI: 10.1109/IATMSI60426.2024.10503355

This abstract introduces an innovative approach to the classic Flappy Bird game by incorporating Artificial Intelligence (AI) algorithms for the automatic generation of diverse and challenging game levels. Flappy Bird, a popular 2D mobile game, is known for its simplicity and addictive gameplay. However, the static nature of its levels limits longterm engagement. To address this limitation, we have developed an AI-powered Flappy Bird game that dynamically generates unique levels, enhancing player enjoyment and retention. Our AI system employs a combination of reinforcement learning and procedural content generation techniques to create levels that adapt to the player's skill level and preferences. During gameplay, the AI continuously assesses the player's performance, adjusting the level's difficulty to maintain an optimal balance between challenge and enjoyment. This dynamic level generation ensures that players of all skill levels can enjoy the game while also providing a sense of achievement as they progress. In addition to the AI-driven level generation, our game features a variety of visual themes, obstacles, and power-ups to keep gameplay fresh and engaging. The integration of AI not only enhances the player experience but also provides an opportunity for datadriven analysis and feedback, enabling further improvements in game design and balance. Overall, our AI-based Flappy Bird game represents an exciting fusion of classic gameplay with cutting-edge technology. It offers a dynamic and personalized gaming experience, making it a noteworthy example of how AI can elevate traditional games to new heights of entertainment and engagement.