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Trajectory Tracking With an Aggregation of Domestic Hot Water Heaters: Combining Model-Based and Model-Free Control in a Commercial Deployment.

, , , and . IEEE Trans. Smart Grid, 10 (5): 5686-5695 (2019)

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Residential Demand Response of Thermostatically Controlled Loads Using Batch Reinforcement Learning., , , , , and . IEEE Trans. Smart Grid, 8 (5): 2149-2159 (2017)Demand response of a heterogeneous cluster of electric water heaters using batch reinforcement learning., , , , , and . PSCC, page 1-7. IEEE, (2014)Convolutional Neural Networks For Automatic State-Time Feature Extraction in Reinforcement Learning Applied to Residential Load Control., , and . CoRR, (2016)Model-Free Control of Thermostatically Controlled Loads Connected to a District Heating Network., , , and . CoRR, (2017)Convolutional Neural Networks for Automatic State-Time Feature Extraction in Reinforcement Learning Applied to Residential Load Control., , and . IEEE Trans. Smart Grid, 9 (4): 3259-3269 (2018)Learning Agent for a Heat-Pump Thermostat With a Set-Back Strategy Using Model-Free Reinforcement Learning., , , and . CoRR, (2015)Trajectory Tracking With an Aggregation of Domestic Hot Water Heaters: Combining Model-Based and Model-Free Control in a Commercial Deployment., , , and . IEEE Trans. Smart Grid, 10 (5): 5686-5695 (2019)Sequential decision-making strategy for a demand response aggregator in a two-settlement electricity market., , , and . ECC, page 1229-1235. IEEE, (2016)