The novel algorithm leverages a systematic crowd of reinforcement learning (RL) agents to meticulously determine the most optimal course of action. This cutting-edge automated trading system is meticulously designed for Forex trading, utilizing Metatrader5 for the EA (Expert Advisor) framework. It further incorporates Python for the intricate RL modeling aspect and R for the sophisticated Bayesian Structural Time Series Modeling, synergistically integrating these technologies to enhance trading strategies. Additionally, the Plumber API complements this framework, offering seamless connectivity and data-driven decision-making, ensuring a robust and data-savvy approach to currency trading.
Note: Make sure to unzip the scripts and rl_agent_crowder files.