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References from Deep reinforcement learning for home energy management system control. Local targets link to admitted publications; unresolved targets remain external evidence.
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10.1787/re_mar-2017-en
10.1787/re_mar-2017-en · External reference
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10.1007/978-3-319-23461-8_1
10.1007/978-3-319-23461-8_1 · External reference
Reinforcement learning for demand response: A review of algorithms and modeling techniques
10.1016/j.apenergy.2018.11.002 · 2019 · External reference
A review of reinforcement learning for autonomous building energy management
10.1016/j.compeleceng.2019.07.019 · 2019 · External reference
Review on home energy management system considering demand responses, smart technologies, and intelligent controllers
10.1109/access.2018.2831917 · 2018 · External reference
Energy savings by energy management systems: areview
10.1016/j.rser.2015.11.067 · 2016 · External reference
A review of reinforcement learning methodologies for controlling occupant comfort in buildings
10.1016/j.scs.2019.101748 · 2019 · External reference
Transfer learning applied to reinforcement learning-based HVAC control
10.1007/s42979-020-00146-7 · 2020 · External reference
Optimal control of HVAC and window systems for natural ventilation through reinforcement learning
10.1016/j.enbuild.2018.03.051 · 2018 · External reference
Deep reinforcement learning for building HVAC control
2017 · External reference
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A long-short term memory recurrent neural network based reinforcement learning controller for office heating ventilation and air conditioning systems
10.3390/pr5030046 · 2017 · External reference
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Practical implementation and evaluation of deep reinforcement learning control for a radiant heating system
2018 · External reference
Energy optimization associated with thermal comfort and indoor air control via a deep reinforcement learning algorithm
2019 · External reference
Residential energy management with deep reinforcement learning
2018 · External reference
Deep reinforcement learning for smart home energy management
2019 · External reference
Energy management of smart home with home appliances, energy storage system and electric vehicle: a hierarchical deep reinforcement learning approach
10.3390/s20072157 · 2020 · External reference
Fuzzy control strategies to provide cost and energy efficient high quality indoor environments in buildings with high occupant densities
10.1191/0143624403bt059oa · 2003 · External reference
The control of indoor thermal comfort conditions: introducing a fuzzy adaptive controller
10.1016/j.enbuild.2003.10.004 · 2004 · External reference
Design and management for energy-efficient cyber-physical systems
2018 · External reference
10.1145/3240765.3243485
10.1145/3240765.3243485 · External reference
Mitsubishi electric pre-plumber cylinder with FTC4 control system
2018 · External reference
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Domestic demand-side response with heat pumps: controls and tariffs
10.1080/09613218.2018.1442775 · 2019 · External reference
The impact of increased cooling setpoint temperature during demand response events on occupant thermal comfort in commercial buildings: a review
10.1016/j.enbuild.2018.04.068 · 2018 · External reference
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1970 · External reference
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2017 · External reference
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1989 · External reference
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