Deep Learning and Reinforcement Learning for Modeling Occupants' Information in an Occupant-Centric Building Control: A Systematic Literature Review

Keyphrases

• Reinforcement Learning 100%
• Deep Learning 100%
• Systematic Literature Review 100%
• Building Control 100%
• Occupant-centric Building 100%
• Occupancy-based Control 100%
• Occupant Information 100%
• Deep Reinforcement 100%
• Reinforcement Learning Algorithm 60%
• Personalization 40%
• Recent Advancements 20%
• Prediction Accuracy 20%
• Control Strategy 20%
• Four-level 20%
• Building Systems 20%
• Machine Learning 20%
• Predictive Control Strategy 20%
• Energy Efficiency Improvement 20%
• Stochasticity 20%
• Built Environment 20%
• Systematic Knowledge 20%
• Occupant Comfort 20%
• Algorithm Selection 20%
• Large Volumes of Data 20%
• Building Facilities 20%
• Data Strategy 20%
• Occupant Behavior 20%
• Internet of Things 20%

Engineering

• Deep Learning 100%
• Reinforcement Learning 100%
• Control Strategy 50%
• Energy Efficiency 25%
• Energy Conservation 25%
• Acceptable Level 25%
• Building System 25%
• Predictive Control 25%
• Built Environment 25%
• Selection Algorithm 25%
• Control Facilities 25%
• Occupant Behavior 25%
• Internet of Things 25%
• Reinforcement Learning Technique 25%

Computer Science

• Deep Learning 100%
• Reinforcement Learning 100%
• Control Strategy 50%
• Machine Learning 25%
• Algorithm Selection 25%
• Energy Efficiency 25%
• Learning Technique 25%
• Building System 25%
• Prediction Accuracy 25%
• Systematic Knowledge 25%
• Acceptable Level 25%
• Suitable Algorithm 25%
• Internet of Things 25%
• Occupant Behavior 25%