Intelligent Home Energy Management System based on Bi-directional Long-short Term Memory and Reinforcement Learning.
Muhammad DiyanMurad KhanZhenbo CaoBhagya Nathali SilvaJihun HanKi Jun HanPublished in: ICOIN (2021)
Keyphrases
- bi directional
- management system
- reinforcement learning
- recurrent neural networks
- long short term memory
- decision support system
- reinforcement learning algorithms
- energy consumption
- learning algorithm
- ubiquitous home
- smart home
- function approximation
- machine learning
- english chinese
- action selection
- energy minimization
- intelligent systems
- state space
- associative memory
- transfer learning
- learning capabilities
- neural network
- machine translation
- document retrieval
- optimal policy
- temporal difference
- decision support
- multi agent
- artificial intelligence