Intelligent Electric Water Heater Control with Varying State Information. - Christophe Patyn; Thijs Peirelinck; Geert Deconinck; Ann Nowé (SmartGridComm, 2018)

Double Q-learning for Demand Response of an Electric Water Heater. - Thijs Peirelinck; Chris Hermans; Fred Spiessens; Geert Deconinck (ISGT Europe, 2019)

Transfer learning for Demand Response of a Multi-Agent Battery and Electric Water Heater System. - Thijs Peirelinck; Chris Hermans; Fred Spiessens; Geert Deconinck (ISGT-Europe, 2021)

Domain Randomization for Demand Response of an Electric Water Heater. - Thijs Peirelinck; Chris Hermans; Fred Spiessens; Geert Deconinck (IEEE Trans. Smart Grid, 2021)

Combined Peak Reduction and Self-Consumption Using Proximal Policy Optimization. - Thijs Peirelinck; Chris Hermans; Fred Spiessens; Geert Deconinck (CoRR, 2022)

Seasonal Performance of Fitted Q-iteration for Space Heating and Cooling with Heat Pumps. - Lucas Bex; Thijs Peirelinck; Geert Deconinck (ISGT EUROPE, 2023)

Forecasting Sensitivity Analysis of Reinforcement Learning Based Smart Charging. - Thijs Peirelinck; Klaas Thoelen; Geert Deconinck (ISGT EUROPE, 2023)