Browsing by Author "Jacobs, Stef"

Evaluating innovative collective heating and cooling concepts by incorporating occupants' preferences for conflicting performance indicators

Federated proximal policy optimization with action masking: Application collective heating systems

Grouped Charging of Decentralised Storage to Efficiently Control Collective Heating Systems: Limitations and Opportunities

Improving the learning process of deep reinforcement learning agents operating in collective heating environments

Model-Free Deep Reinforcement Learning for Adaptive Supply Temperature Control in Collective Space Heating Systems

Real-World Implementation of Offline Model-Free Reinforcement Learning for Thermostat Control

Supply temperature control of a heating network with reinforcement learning