CTS2: Time Series Smoothing with Constrained Reinforcement Learning

Yongshuai Liu, Xin Liu

Abstract: Time series smoothing is essential for time series analysis and forecasting. It helps to identify trends and patterns of time series. However, the presence of irregular perturbations disrupt the ti...