#CurrencyPairPrediction Why RL for Adaptive Trading Strategies? Markets are dynamic — conditions change constantly. Traditional models (like moving averages) might work during stable periods but fail during high volatility. Reinforcement Learning allows the trading strategy to adapt in real-time by: • Continuously learning from new data. • Adjusting actions based on changing market behaviors. • Balancing exploration (trying new strategies) and exploitation (sticking with what works).