Reinforcement Learning

EMS-env: A Reinforcement Learning Framework for Residential Energy Efficiency Recommendations
Personalized device-level energy consumption recommendations towards energy efficiency can have a notable impact both on electricity …
Spiros Chadoulos, Odyssefs Diamantopoulos Pantaleon, Iordanis Koutsopoulos, George C. Polyzos, Nikolaos Ipiotis
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EMS-env: A Reinforcement Learning Framework for Residential Energy Efficiency Recommendations
Building energy efficiency recommendations with reinforcement learning
With buildings accounting for a significant portion of the grid’s total energy demand, it is evident that consumers should be engaged …
Odyssefs Diamantopoulos Pantaleon, Spiros Chadoulos, Iordanis Koutsopoulos, George C. Polyzos, Nikolaos Ipiotis
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Building energy efficiency recommendations with reinforcement learning