FlappyBirds

What is FlappyBirds ?

FlappyBirds is an AI-based game where you simulate the process of neuroevolution to train flappy birds. Inspired by the classic Flappy Bird game, FlappyBirds combines artificial intelligence and gameplay to create a unique experience. The AI-powered birds learn to navigate through obstacles, and you can observe their progress as they evolve.

Features

• AI-Powered Birds: Train birds using neuroevolution, a form of artificial intelligence.
• Procedural Obstacles: Infinite generation of pipes for endless gameplay.
• Simple Controls: Use a single input to make the bird jump or descend.
• Neuroevolution Simulation: Watch the birds improve their skills over generations.
• Score Tracking: Keep track of the highest score achieved by your AI birds.

How to use FlappyBirds ?

1. Install the Game: Download and install FlappyBirds from the appropriate platform.
2. Launch the Game: Start the game and observe the AI birds learning to fly.
3. Control the Bird: Use the designated input (e.g., spacebar or tap) to make the bird jump.
4. Observe Evolution: Over time, the birds will adapt and improve their ability to avoid obstacles.
5. Track Progress: Monitor the score and watch as the AI optimizes its strategy.

Frequently Asked Questions

What is neuroevolution?
Neuroevolution is a type of artificial intelligence that uses neural networks and evolutionary algorithms to train agents. In FlappyBirds, it simulates the process of natural selection, where birds with better performance are more likely to reproduce and pass on their traits.

Can I control the bird manually?
Yes, you can control the bird manually using the designated input. However, the primary focus of FlappyBirds is the AI's ability to learn and adapt on its own.

How does the game get harder?
The game's difficulty increases as the birds become more skilled. The AI continuously evolves, and the obstacles may become more challenging as the birds' performance improves.