RecurrentPPO Model for Water Quality Index Prediction
This model uses RecurrentPPO with an LSTM policy to predict Water Quality Index (WQI) values.
Model Description
Model Type: RecurrentPPO
Policy: MlpLstmPolicy
Training Steps: 10000
Average MAPE: 22.08%
Usage
python
1from sb3_contrib import RecurrentPPO
23# Load the model4model = RecurrentPPO.load("nctstuti/ds_btl")56# Make predictions7obs = your_observation # Shape should match your feature space8action, _states = model.predict(obs)
