A Multi-Agent Reinforcement Learning-Based Data-Driven Method for Home Energy Management

Keyphrases

• Data-driven Methods 100%
• Learning-based 100%
• Multi-agent Reinforcement Learning 100%
• Home Energy Management System 100%
• Electric 50%
• Home Appliances 50%
• Demand Response 50%
• Extreme Learning Machine 25%
• Scheduling Problem 25%
• Superior Performance 25%
• Electricity Bill 25%
• Neural Network Algorithm 25%
• Photovoltaic Panel 25%
• Residential House 25%
• Home-based 25%
• Reinforcement Learning 25%
• Electricity Price 25%
• Discrete Time Steps 25%
• Rolling Times 25%
• Energy Scheduling 25%
• Q-learning Algorithm 25%
• Prediction Uncertainty 25%
• Energy Management Framework 25%
• Solar Photovoltaic Generation 25%
• Multiple Homes 25%
• Finite Markov Decision Processes 25%
• Scheduling Decision 25%

Engineering

• Reinforcement Learning 100%
• Home Energy Management 100%
• Electric Vehicle 66%
• Photovoltaic Panel 33%
• Test Result 33%
• Discrete Time 33%
• Scheduling Decision 33%
• Real Data 33%
• Home Appliance 33%
• Extreme Learning Machine 33%
• Q-Learning 33%
• Electricity Price 33%
• Home Energy Management System 33%
• Photovoltaics 33%
• Solar Photovoltaic 33%
• Learning Algorithm 33%
• Markov Decision Process 33%