Suggest an RL framework for Agentic Univariate Anomaly Detection

I’m looking for a RL Agentic Framework that takes a Univariate feature and detects outlier data points by smartly choosing

1. A statistical outlier detection method (Zscore, Modified Zscore, Percentile Capping, IQR)

2. it’s threshold

And mastering the art of over time. I’m new to RL and I need this for a project, so any suggestions will be highly appreciated.