AI Flappy Bird

Neural Evolution in Action

📊 Live Statistics

Running
🧬 Evolution
Generation 1
Birds Alive 0
🏆 Performance
Best Score 0
Average 0
All-Time Best 0
⌨️ Controls
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Best Bird Neural Network
Active Bird Neural Network
Fitness Evolution Graph
Population Diversity
Neural Activity Heatmap
Gene Pool Analysis
Learning Rate Evolution
Species Diversity
Performance Distribution
Neural Complexity
Survival Rate
Decision Confidence
Training Progress

Neural Evolution: This AI uses genetic algorithms to evolve neural networks over generations. Each bird has a brain with 6 inputs, 12 hidden neurons, and 1 output that controls flapping decisions.

Learning Process: The best-performing birds reproduce with mutations, gradually improving the population's ability to navigate through pipes. Watch as the AI discovers optimal strategies through trial and error!