Thijs Peirelinck

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 7

Top Topics

Reinforcement Learning

Top Venues

Publications

Lucas Bex, Thijs Peirelinck, Geert Deconinck
Seasonal Performance of Fitted Q-iteration for Space Heating and Cooling with Heat Pumps. ISGT EUROPE (2023)
Thijs Peirelinck, Klaas Thoelen, Geert Deconinck
Forecasting Sensitivity Analysis of Reinforcement Learning Based Smart Charging. ISGT EUROPE (2023)
Thijs Peirelinck, Chris Hermans, Fred Spiessens, Geert Deconinck
Combined Peak Reduction and Self-Consumption Using Proximal Policy Optimization. CoRR (2022)
Thijs Peirelinck, Chris Hermans, Fred Spiessens, Geert Deconinck
Transfer learning for Demand Response of a Multi-Agent Battery and Electric Water Heater System. ISGT-Europe (2021)
Thijs Peirelinck, Chris Hermans, Fred Spiessens, Geert Deconinck
Domain Randomization for Demand Response of an Electric Water Heater. IEEE Trans. Smart Grid 12 (2) (2021)
Thijs Peirelinck, Chris Hermans, Fred Spiessens, Geert Deconinck
Double Q-learning for Demand Response of an Electric Water Heater. ISGT Europe (2019)
Christophe Patyn, Thijs Peirelinck, Geert Deconinck, Ann Nowé
Intelligent Electric Water Heater Control with Varying State Information. SmartGridComm (2018)