Bitcoin Trading Simulator with Reinforcement Learning

Discover a cutting-edge Bitcoin trading software sample built in PHP. This demo features a simplified market simulator that mimics real-time price fluctuations, combined with a reinforcement learning agent using a Q-learning algorithm. The software intelligently decides when to BUY, SELL, or HOLD based on market trends (UP, DOWN, or STABLE) while ensuring secure and encapsulated operations. Ideal for developers exploring algorithmic trading and machine learning integration, this sample code serves as a practical starting point for building robust, real-world trading systems.