Reinforcement Learning for Dynamic Pump Scheduling under Demand Uncertainty

This repository contains code and data for the CCWI paper named in the heading. In order to run the code, first install the requirements (src/REQUIREMENTS.txt). You may then start RL experiments by running src/cw_main.py with a config file, e.g.

python cw_main.py ../Configs/anytown.yaml -e atm_ccwiparams_8_sensors -o

Please refer to the documentation of ClusterWorks2 on how to run experiments in the config files.

If you have questions, don't hesitate to contact me