In the ever-evolving realm of forex trading, market regimes play a pivotal role in shaping the dynamics of currency markets. Market regimes refer to distinct phases or states characterized by specific patterns of price behavior, volatility levels, and trading dynamics.

The integration of machine learning models into forex robot development has revolutionized the way traders approach currency trading. By leveraging advanced algorithms and data-driven techniques, machine learning empowers forex robots to adapt to changing market conditions, identify patterns, and optimize