Deep reinforcement learning based home energy management system with devices operational dependencies.
Caomingzhe SiYuechuan TaoJing QiuShuying LaiJunhua ZhaoPublished in: Int. J. Mach. Learn. Cybern. (2021)
Keyphrases
- 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