A Deep Reinforcement Learning Based Approach for Home Energy Management System.
Hepeng LiZhiqiang WanHaibo HePublished in: ISGT (2020)
Keyphrases
- management system
- reinforcement learning
- smart home
- energy efficiency
- function approximation
- energy consumption
- optimal policy
- energy minimization
- temporal difference
- database management systems
- decision support system
- learning process
- markov decision processes
- energy efficient
- state space
- low energy
- minimum energy
- reinforcement learning methods
- optimal control
- transfer learning
- machine learning
- learning algorithm
- multi agent reinforcement learning
- activity monitoring
- reinforcement learning algorithms
- learning problems
- dynamic programming