Beneath this initialization, the TIN outputs keep on being per EMA-based approaches, providing a theoretically aligned start line for reinforcement Discovering–driven refinement.To judge the practical viability and adaptive prospective with the proposed framework, a general performance assessment is carried out over a MACD-centered Indicator Comm