An Advanced Satisfaction-Based Home Energy Management System Using Deep Reinforcement Learning.
Ali ForootaniMohammad RastegarMohammad JooshakiPublished in: IEEE Access (2022)
Keyphrases
- management system
- reinforcement learning
- smart home
- energy minimization
- function approximation
- energy consumption
- multi agent
- database management systems
- energy efficiency
- deep learning
- state space
- decision support system
- energy saving
- markov decision processes
- temporal difference
- reinforcement learning algorithms
- low energy
- learning algorithm
- robotic control
- customer satisfaction
- minimum energy
- model free
- optimal policy
- dynamic programming
- service quality
- ambient intelligence
- markov decision process
- information technology
- information systems
- neural network
- home environment
- databases