A home energy management approach using decoupling value and policy in reinforcement learning.
Luolin XiongYang TangChensheng LiuShuai MaoKe MengZhaoyang DongFeng QianPublished in: Frontiers Inf. Technol. Electron. Eng. (2023)
Keyphrases
- energy management
- reinforcement learning
- smart home
- optimal policy
- policy search
- markov decision process
- power consumption
- action selection
- reward function
- energy efficiency
- function approximators
- action space
- markov decision processes
- power saving
- policy gradient
- state space
- energy saving
- reinforcement learning algorithms
- activity recognition
- function approximation
- electric vehicles
- input output
- context aware
- learning algorithm
- artificial intelligence
- multi agent
- transfer learning
- management system
- machine learning
- ambient intelligence
- intelligent agents
- intelligent systems