First release

2048 AI - Initial Release v1.0.0

What's Included

• Complete 2048 game implementation
• Neural network-based AI agent using TensorFlow
• Training pipeline with configurable parameters
• GPU acceleration support
• Real-time game visualization
• Model checkpointing and progress tracking

Features

• Self-learning AI that improves through gameplay
• Configurable grid size (default 4x4)
• Training data generation and preprocessing
• Early stopping to prevent overfitting
• Model save/load functionality
• Performance logging and monitoring

Technical Details

• Built with TensorFlow 2.x
• CNN architecture optimized for 2048 game patterns
• Batch normalization and dropout for better generalization
• Adaptive learning rate with Adam optimizer
• Customizable via config.json and generation_config.json

Requirements

• Python 3.7+
• TensorFlow 2.x
• NumPy
• Pygame (for visualization)
• Matplotlib (for training metrics)

Known Issues

• May experience slower training without GPU acceleration
• Occasional memory usage spikes with large training datasets

Next Steps

• Performance optimizations
• Enhanced visualization options
• Additional training strategies
• Multi-GPU support
• Web interface integration

Happy gaming! 🎮