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Deep reinforcement learning based home energy management system with devices operational dependencies.
Caomingzhe Si
Yuechuan Tao
Jing Qiu
Shuying Lai
Junhua Zhao
Published in:
Int. J. Mach. Learn. Cybern. (2021)
Keyphrases
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management system
reinforcement learning
home network
home environment
home appliances
smart home
remote control
energy consumption
function approximation
home environments
medical devices
database management systems
dynamic programming
markov decision processes
state space
mobile devices
reinforcement learning algorithms
energy efficiency
decision making
energy efficient
intelligent environments
low energy
learning algorithm
trust management
embedded devices
robotic control
action selection
mobile applications
embedded systems
energy minimization
transfer learning
optimal policy
context aware