2 papers
cs.LG2020
Reinforcement Learning for Thermostatically Controlled Loads Control using Modelica and Python
Oleh Lukianykhin, Tetiana Bogodorova
The aim of the project is to investigate and assess opportunities for applying reinforcement learning (RL) for power system control. As a proof of concept (PoC), voltage control of…
cs.SE2019
ModelicaGym: Applying Reinforcement Learning to Modelica Models
Oleh Lukianykhin, Tetiana Bogodorova
This paper presents ModelicaGym toolbox that was developed to employ Reinforcement Learning (RL) for solving optimization and control tasks in Modelica models. The developed tool a…