63 citations · 203 across the 11 of their papers we have counts for
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cs.LG2015
Reinforcement Learning Applied to an Electric Water Heater: From Theory to Practice
Frederik Ruelens, Bert Claessens, Salman Quaiyum +3
Electric water heaters have the ability to store energy in their water buffer without impacting the comfort of the end user. This feature makes them a prime candidate for residenti…
eess.SY2015★ 13 cited
Residential Demand Response Applications Using Batch Reinforcement Learning
Frederik Ruelens, Bert Claessens, Stijn Vandael +3
Driven by recent advances in batch Reinforcement Learning (RL), this paper contributes to the application of batch RL to demand response. In contrast to conventional model-based ap…