DRL-HEMS: Deep Reinforcement Learning Agent for Demand Response in Home Energy Management Systems Considering Customers and Operators Perspectives.
Aya A. AmerKhaled B. ShabanAhmed M. MassoudPublished in: IEEE Trans. Smart Grid (2023)
Keyphrases
- learning agent
- reinforcement learning
- management system
- state space
- learning capabilities
- reinforcement learning algorithms
- selective perception
- solving problems
- learning tasks
- learning algorithm
- function approximation
- reward function
- model free
- optimal policy
- machine learning
- multiple sources
- random walk
- temporal difference
- learning process
- multi agent systems
- multi agent