Bitcoin Trading Simulator with Learning Agent (PHP Demo)

Experience a simplified yet powerful Bitcoin trading simulation that integrates a built-in Q-learning agent. This PHP-based demo software uses reinforcement learning to decide whether to BUY, SELL, or HOLD based on simulated market conditions. Ideal for developers and trading enthusiasts alike, this tool illustrates fundamental trading logic, market state detection (UP, DOWN, or STABLE), and the secure handling of portfolio management.

Key features include:

• Market Simulator that emulates real-time Bitcoin price fluctuations.
• A Learning Agent using an epsilon-greedy Q-learning strategy to adapt trading decisions over time.
• Secure and encapsulated trading logic with safeguards to prevent state corruption.
• Customizable parameters for learning rate, discount factor, and exploration.

This project is perfect as a starting point for more robust trading systems integrating risk management, API connections, and real market data feeds.