Economizer Optimization with Reinforcement Learning: An Industry Perspective

Jiaron Cui, Bharathan Balaji, Jake Chen, Charles Prosper, Wei Yih Yap

Real-World Implementation of Reinforcement Learning Based Energy Coordination for a Cluster of Households

Gargya Gokhale, Niels Tiben, Marie-Sophie Verwee, Manu Lahariya, Bert Claessens, Chris Develder

Smart Home Energy Cost Minimisation Using Energy Trading with Deep Reinforcement Learning

Matic Pokorn, Mihael Mohorčič, Andrej Čampa, Jernej Hribar

A Lightweight Calibrated Simulation Enabling Efficient Offline Learning for Optimal Control of Real Buildings

Judah Goldfeder, John Sipple

TBMEnv - An Environment to Assess the Accuracy of Thermal Building Models under Realistic Conditions

David Wölfle, Samed Voßberg, Hartmut Schmeck