Model-based Policy Gradients

This repository contains an operational model of the reservoir network in the Nechí catchment, Colombia, and a decision making component simulating operational strategies depending on 12 optimization parameters. For detailed documentation of the models and the results see the publication (Ritter et. al, 2020) linked in the below website.

Report of the master thesis titled "Alternative Models for Direct Policy Search in Reinforcement Learning Control Problems" written with the help of the eXascale Infolab.